Move configs to server

backend/app.py

@@ -1,5 +1,10 @@
 from backend.chart import mk_variations
-from backend.config import ABS_DATASET_DOMAIN, ABS_DATASET_PATH, get_dataset_config
+from backend.config import (
+    ABS_DATASET_DOMAIN,
+    ABS_DATASET_PATH,
+    get_dataset_config,
+    get_datasets,
+)
 from backend.examples import audio_examples_tab, image_examples_tab, video_examples_tab
 from flask import Flask, Response, send_from_directory, request
 from flask_cors import CORS
@@ -36,6 +41,15 @@ def index():
     return send_from_directory(app.static_folder, "index.html")
 
 
+@app.route("/datasets")
+def datasets():
+    """
+    Returns the dataset configs grouped by audio / image / video.
+    """
+
+    return Response(json.dumps(get_datasets()), mimetype="application/json")
+
+
 @app.route("/data/<path:dataset_name>")
 def data_files(dataset_name):
     """

backend/config.py

@@ -1,153 +1,167 @@
 ABS_DATASET_DOMAIN = "https://dl.fbaipublicfiles.com"
 ABS_DATASET_PATH = f"{ABS_DATASET_DOMAIN}/omnisealbench/"
 
+DATASET_CONFIGS = {
+    "voxpopuli_1k/audio": {
+        "type": "audio",
+        "first_cols": [
+            "snr",
+            "sisnr",
+            "stoi",
+            "pesq",
+        ],
+        "attack_scores": [
+            "bit_acc",
+            "log10_p_value",
+            "TPR",
+            "FPR",
+        ],
+        "categories": {
+            "speed": "Time",
+            "updownresample": "Time",
+            "echo": "Time",
+            "random_noise": "Amplitude",
+            "lowpass_filter": "Amplitude",
+            "highpass_filter": "Amplitude",
+            "bandpass_filter": "Amplitude",
+            "smooth": "Amplitude",
+            "boost_audio": "Amplitude",
+            "duck_audio": "Amplitude",
+            "shush": "Amplitude",
+            "pink_noise": "Amplitude",
+            "aac_compression": "Compression",
+            "mp3_compression": "Compression",
+        },
+        "attacks_with_variations": [
+            "random_noise",
+            "lowpass_filter",
+            "highpass_filter",
+            "boost_audio",
+            "duck_audio",
+            "shush",
+        ],
+    },
+    "ravdess_1k/audio": {
+        "type": "audio",
+        "first_cols": ["snr", "sisnr", "stoi", "pesq"],
+        "attack_scores": ["bit_acc", "log10_p_value", "TPR", "FPR"],
+        "categories": {
+            "speed": "Time",
+            "updownresample": "Time",
+            "echo": "Time",
+            "random_noise": "Amplitude",
+            "lowpass_filter": "Amplitude",
+            "highpass_filter": "Amplitude",
+            "bandpass_filter": "Amplitude",
+            "smooth": "Amplitude",
+            "boost_audio": "Amplitude",
+            "duck_audio": "Amplitude",
+            "shush": "Amplitude",
+            "pink_noise": "Amplitude",
+            "aac_compression": "Compression",
+            "mp3_compression": "Compression",
+        },
+        "attacks_with_variations": [
+            "random_noise",
+            "lowpass_filter",
+            "highpass_filter",
+            "boost_audio",
+            "duck_audio",
+            "shush",
+        ],
+    },
+    "val2014_1k/image": {
+        "type": "image",
+        "first_cols": ["psnr", "ssim", "lpips", "decoder_time"],
+        "attack_scores": ["bit_acc", "log10_p_value", "TPR", "FPR"],
+        "categories": {
+            "proportion": "Geometric",
+            "collage": "Inpainting",
+            "center_crop": "Geometric",
+            "rotate": "Geometric",
+            "jpeg": "Compression",
+            "brightness": "Visual",
+            "contrast": "Visual",
+            "saturation": "Visual",
+            "sharpness": "Visual",
+            "resize": "Geometric",
+            "overlay_text": "Inpainting",
+            "hflip": "Geometric",
+            "perspective": "Geometric",
+            "median_filter": "Visual",
+            "hue": "Visual",
+            "gaussian_blur": "Visual",
+            "comb": "Mixed",
+            "avg": "Averages",
+            "none": "Baseline",
+        },
+        "attacks_with_variations": [
+            "center_crop",
+            "jpeg",
+            "brightness",
+            "contrast",
+            "saturation",
+            "sharpness",
+            "resize",
+            "perspective",
+            "median_filter",
+            "hue",
+            "gaussian_blur",
+        ],
+    },
+    "sav_val_full/video": {
+        "type": "video",
+        "first_cols": ["psnr", "ssim", "msssim", "lpips", "vmaf", "decoder_time"],
+        "attack_scores": ["bit_acc", "log10_p_value", "TPR", "FPR"],
+        "categories": {
+            "HorizontalFlip": "Geometric",
+            "Rotate": "Geometric",
+            "Resize": "Geometric",
+            "Crop": "Geometric",
+            "Perspective": "Geometric",
+            "Brightness": "Visual",
+            "Contrast": "Visual",
+            "Saturation": "Visual",
+            "Grayscale": "Visual",
+            "Hue": "Visual",
+            "JPEG": "Compression",
+            "GaussianBlur": "Visual",
+            "MedianFilter": "Visual",
+            "H264": "Compression",
+            "H264rgb": "Compression",
+            "H265": "Compression",
+            "VP9": "Compression",
+            "H264_Crop_Brightness0": "Mixed",
+            "H264_Crop_Brightness1": "Mixed",
+            "H264_Crop_Brightness2": "Mixed",
+            "H264_Crop_Brightness3": "Mixed",
+        },
+        "attacks_with_variations": [
+            "Rotate",
+            "Resize",
+            "Crop",
+            "Brightness",
+            "Contrast",
+            "Saturation",
+            "H264",
+            "H264rgb",
+            "H265",
+        ],
+    },
+}
+
+
+def get_datasets():
+    grouped = {"audio": [], "image": [], "video": []}
+    for name, cfg in DATASET_CONFIGS.items():
+        dtype = cfg.get("type")
+        if dtype in grouped:
+            grouped[dtype].append(name)
+    return grouped
+
 
 def get_dataset_config(dataset_name):
-    if dataset_name == "voxpopuli_1k/audio":
-        return {
-            "first_cols": [
-                "snr",
-                "sisnr",
-                "stoi",
-                "pesq",
-            ],
-            "attack_scores": [
-                "bit_acc",
-                "log10_p_value",
-                "TPR",
-                "FPR",
-            ],
-            "categories": {
-                "speed": "Time",
-                "updownresample": "Time",
-                "echo": "Time",
-                "random_noise": "Amplitude",
-                "lowpass_filter": "Amplitude",
-                "highpass_filter": "Amplitude",
-                "bandpass_filter": "Amplitude",
-                "smooth": "Amplitude",
-                "boost_audio": "Amplitude",
-                "duck_audio": "Amplitude",
-                "shush": "Amplitude",
-                "pink_noise": "Amplitude",
-                "aac_compression": "Compression",
-                "mp3_compression": "Compression",
-            },
-            "attacks_with_variations": [
-                "random_noise",
-                "lowpass_filter",
-                "highpass_filter",
-                "boost_audio",
-                "duck_audio",
-                "shush",
-            ],
-        }
-    elif dataset_name == "ravdess_1k/audio":
-        return {
-            "first_cols": ["snr", "sisnr", "stoi", "pesq"],
-            "attack_scores": ["bit_acc", "log10_p_value", "TPR", "FPR"],
-            "categories": {
-                "speed": "Time",
-                "updownresample": "Time",
-                "echo": "Time",
-                "random_noise": "Amplitude",
-                "lowpass_filter": "Amplitude",
-                "highpass_filter": "Amplitude",
-                "bandpass_filter": "Amplitude",
-                "smooth": "Amplitude",
-                "boost_audio": "Amplitude",
-                "duck_audio": "Amplitude",
-                "shush": "Amplitude",
-                "pink_noise": "Amplitude",
-                "aac_compression": "Compression",
-                "mp3_compression": "Compression",
-            },
-            "attacks_with_variations": [
-                "random_noise",
-                "lowpass_filter",
-                "highpass_filter",
-                "boost_audio",
-                "duck_audio",
-                "shush",
-            ],
-        }
-    elif dataset_name == "val2014_1k/image":
-        return {
-            "first_cols": ["psnr", "ssim", "lpips", "decoder_time"],
-            "attack_scores": ["bit_acc", "log10_p_value", "TPR", "FPR"],
-            "categories": {
-                "proportion": "Geometric",
-                "collage": "Inpainting",
-                "center_crop": "Geometric",
-                "rotate": "Geometric",
-                "jpeg": "Compression",
-                "brightness": "Visual",
-                "contrast": "Visual",
-                "saturation": "Visual",
-                "sharpness": "Visual",
-                "resize": "Geometric",
-                "overlay_text": "Inpainting",
-                "hflip": "Geometric",
-                "perspective": "Geometric",
-                "median_filter": "Visual",
-                "hue": "Visual",
-                "gaussian_blur": "Visual",
-                "comb": "Mixed",
-                "avg": "Averages",
-                "none": "Baseline",
-            },
-            "attacks_with_variations": [
-                "center_crop",
-                "jpeg",
-                "brightness",
-                "contrast",
-                "saturation",
-                "sharpness",
-                "resize",
-                "perspective",
-                "median_filter",
-                "hue",
-                "gaussian_blur",
-            ],
-        }
-    elif dataset_name == "sav_val_full/video":
-        return {
-            "first_cols": ["psnr", "ssim", "msssim", "lpips", "vmaf", "decoder_time"],
-            "attack_scores": ["bit_acc", "log10_p_value", "TPR", "FPR"],
-            "categories": {
-                "HorizontalFlip": "Geometric",
-                "Rotate": "Geometric",
-                "Resize": "Geometric",
-                "Crop": "Geometric",
-                "Perspective": "Geometric",
-                "Brightness": "Visual",
-                "Contrast": "Visual",
-                "Saturation": "Visual",
-                "Grayscale": "Visual",
-                "Hue": "Visual",
-                "JPEG": "Compression",
-                "GaussianBlur": "Visual",
-                "MedianFilter": "Visual",
-                "H264": "Compression",
-                "H264rgb": "Compression",
-                "H265": "Compression",
-                "VP9": "Compression",
-                "H264_Crop_Brightness0": "Mixed",
-                "H264_Crop_Brightness1": "Mixed",
-                "H264_Crop_Brightness2": "Mixed",
-                "H264_Crop_Brightness3": "Mixed",
-            },
-            "attacks_with_variations": [
-                "Rotate",
-                "Resize",
-                "Crop",
-                "Brightness",
-                "Contrast",
-                "Saturation",
-                "H264",
-                "H264rgb",
-                "H265",
-            ],
-        }
+    if dataset_name in DATASET_CONFIGS:
+        return DATASET_CONFIGS[dataset_name]
     else:
         raise ValueError(f"Unknown dataset: {dataset_name}")

frontend/dist/assets/index-BZjJHZQ6.css

@@ -0,0 +1 @@
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.step[data-content]:after{content:attr(data-content)}.steps .step-neutral+.step-neutral:before,.steps .step-neutral:after,.steps .step-neutral>.step-icon{--step-bg:var(--color-neutral);--step-fg:var(--color-neutral-content)}.steps .step-primary+.step-primary:before,.steps .step-primary:after,.steps .step-primary>.step-icon{--step-bg:var(--color-primary);--step-fg:var(--color-primary-content)}.steps .step-secondary+.step-secondary:before,.steps .step-secondary:after,.steps .step-secondary>.step-icon{--step-bg:var(--color-secondary);--step-fg:var(--color-secondary-content)}.steps .step-accent+.step-accent:before,.steps .step-accent:after,.steps .step-accent>.step-icon{--step-bg:var(--color-accent);--step-fg:var(--color-accent-content)}.steps .step-info+.step-info:before,.steps .step-info:after,.steps .step-info>.step-icon{--step-bg:var(--color-info);--step-fg:var(--color-info-content)}.steps .step-success+.step-success:before,.steps .step-success:after,.steps .step-success>.step-icon{--step-bg:var(--color-success);--step-fg:var(--color-success-content)}.steps .step-warning+.step-warning:before,.steps .step-warning:after,.steps .step-warning>.step-icon{--step-bg:var(--color-warning);--step-fg:var(--color-warning-content)}.steps .step-error+.step-error:before,.steps .step-error:after,.steps .step-error>.step-icon{--step-bg:var(--color-error);--step-fg:var(--color-error-content)}.range{-webkit-appearance:none;-moz-appearance:none;appearance:none;webkit-appearance:none;--range-thumb:var(--color-base-100);--range-thumb-size:calc(var(--size-selector,.25rem)*6);--range-progress:currentColor;--range-fill:1;--range-p:.25rem;--range-bg:currentColor}@supports (color:color-mix(in lab,red,red)){.range{--range-bg:color-mix(in oklab,currentColor 10%,#0000)}}.range{cursor:pointer;vertical-align:middle;--radius-selector-max:calc(var(--radius-selector) + var(--radius-selector) + var(--radius-selector));border-radius:calc(var(--radius-selector) + 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(min-width:64rem){.container{max-width:64rem}}@media (min-width:80rem){.container{max-width:80rem}}@media (min-width:96rem){.container{max-width:96rem}}.container\!{width:100%!important}@media (min-width:40rem){.container\!{max-width:40rem!important}}@media (min-width:48rem){.container\!{max-width:48rem!important}}@media (min-width:64rem){.container\!{max-width:64rem!important}}@media (min-width:80rem){.container\!{max-width:80rem!important}}@media (min-width:96rem){.container\!{max-width:96rem!important}}.filter{flex-wrap:wrap;display:flex}.filter input[type=radio]{width:auto}.filter input{opacity:1;transition:margin .1s,opacity .3s,padding .3s,border-width .1s;overflow:hidden;scale:1}.filter input:not(:last-child){margin-inline-end:.25rem}.filter input.filter-reset{aspect-ratio:1}.filter input.filter-reset:after{content:"×"}.filter:not(:has(input:checked:not(.filter-reset))) .filter-reset,.filter:not(:has(input:checked:not(.filter-reset))) 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1px 3px 0 var(--tw-shadow-color,#0000001a),0 1px 2px -1px var(--tw-shadow-color,#0000001a);box-shadow:var(--tw-inset-shadow),var(--tw-inset-ring-shadow),var(--tw-ring-offset-shadow),var(--tw-ring-shadow),var(--tw-shadow)}.btn-ghost:not(.btn-active,:hover,:active:focus,:focus-visible){--btn-shadow:"";--btn-bg:#0000;--btn-border:#0000;--btn-noise:none}.btn-ghost:not(.btn-active,:hover,:active:focus,:focus-visible):not(:disabled,[disabled],.btn-disabled){--btn-fg:currentColor;outline-color:currentColor}@media 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.75rem}@supports (color:color-mix(in lab,red,red)){.label:is(.input>*,.select>*):first-child{border-inline-end:var(--border)solid color-mix(in oklab,currentColor 10%,#0000)}}.label:is(.input>*,.select>*):last-child{border-inline-start:var(--border)solid currentColor;margin-inline:.75rem -.75rem}@supports (color:color-mix(in lab,red,red)){.label:is(.input>*,.select>*):last-child{border-inline-start:var(--border)solid color-mix(in oklab,currentColor 10%,#0000)}}.mt-8{margin-top:calc(var(--spacing)*8)}.mr-2{margin-right:calc(var(--spacing)*2)}.fieldset-legend{color:var(--color-base-content);justify-content:space-between;align-items:center;gap:.5rem;margin-bottom:-.25rem;padding-block:.5rem;font-weight:600;display:flex}.mb-1{margin-bottom:calc(var(--spacing)*1)}.mb-2{margin-bottom:calc(var(--spacing)*2)}.mb-3{margin-bottom:calc(var(--spacing)*3)}.mb-4{margin-bottom:calc(var(--spacing)*4)}.mb-8{margin-bottom:calc(var(--spacing)*8)}.ml-1{margin-left:calc(var(--spacing)*1)}.ml-2{margin-left:calc(var(--spacing)*2)}.status{aspect-ratio:1;border-radius:var(--radius-selector);background-color:var(--color-base-content);width:.5rem;height:.5rem;display:inline-block}@supports (color:color-mix(in lab,red,red)){.status{background-color:color-mix(in oklab,var(--color-base-content)20%,transparent)}}.status{vertical-align:middle;color:#0000004d;background-position:50%;background-repeat:no-repeat}@supports (color:color-mix(in lab,red,red)){.status{color:#0000004d}@supports (color:color-mix(in lab,red,red)){.status{color:color-mix(in oklab,var(--color-black)30%,transparent)}}}.status{background-image:radial-gradient(circle at 35% 30%,oklch(1 0 0/calc(var(--depth)*.5)),#0000);box-shadow:0 2px 3px -1px}@supports (color:color-mix(in lab,red,red)){.status{box-shadow:0 2px 3px -1px color-mix(in oklab,currentColor 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-50% ;translate:var(--tw-translate-x)var(--tw-translate-y)}.transform{transform:var(--tw-rotate-x,)var(--tw-rotate-y,)var(--tw-rotate-z,)var(--tw-skew-x,)var(--tw-skew-y,)}.link{cursor:pointer;text-decoration-line:underline}.link:focus{--tw-outline-style:none;outline-style:none}@media (forced-colors:active){.link:focus{outline-offset:2px;outline:2px solid #0000}}.link:focus-visible{outline-offset:2px;outline:2px 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attributeName='stroke-dashoffset' values='0;-16;-59' keyTimes='0;0.475;1' dur='1.5s' 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1px 3px 0 var(--tw-shadow-color,#0000001a),0 1px 2px -1px var(--tw-shadow-color,#0000001a);box-shadow:var(--tw-inset-shadow),var(--tw-inset-ring-shadow),var(--tw-ring-offset-shadow),var(--tw-ring-shadow),var(--tw-shadow)}.btn-ghost:not(.btn-active,:hover,:active:focus,:focus-visible){--btn-shadow:"";--btn-bg:#0000;--btn-border:#0000;--btn-noise:none}.btn-ghost:not(.btn-active,:hover,:active:focus,:focus-visible):not(:disabled,[disabled],.btn-disabled){--btn-fg:currentColor;outline-color:currentColor}@media (hover:none){.btn-ghost:hover:not(.btn-active,:active,:focus-visible,:disabled,[disabled],.btn-disabled){--btn-shadow:"";--btn-bg:#0000;--btn-border:#0000;--btn-noise:none;--btn-fg:currentColor}}.blur{--tw-blur:blur(8px);filter:var(--tw-blur,)var(--tw-brightness,)var(--tw-contrast,)var(--tw-grayscale,)var(--tw-hue-rotate,)var(--tw-invert,)var(--tw-saturate,)var(--tw-sepia,)var(--tw-drop-shadow,)}.invert{--tw-invert:invert(100%);filter:var(--tw-blur,)var(--tw-brightness,)var(--tw-contrast,)var(--tw-grayscale,)var(--tw-hue-rotate,)var(--tw-invert,)var(--tw-saturate,)var(--tw-sepia,)var(--tw-drop-shadow,)}.filter{filter:var(--tw-blur,)var(--tw-brightness,)var(--tw-contrast,)var(--tw-grayscale,)var(--tw-hue-rotate,)var(--tw-invert,)var(--tw-saturate,)var(--tw-sepia,)var(--tw-drop-shadow,)}.transition{transition-property:color,background-color,border-color,outline-color,text-decoration-color,fill,stroke,--tw-gradient-from,--tw-gradient-via,--tw-gradient-to,opacity,box-shadow,transform,translate,scale,rotate,filter,-webkit-backdrop-filter,backdrop-filter,display,visibility,content-visibility,overlay,pointer-events;transition-timing-function:var(--tw-ease,var(--default-transition-timing-function));transition-duration:var(--tw-duration,var(--default-transition-duration))}.transition\!{transition-property:color,background-color,border-color,outline-color,text-decoration-color,fill,stroke,--tw-gradient-from,--tw-gradient-via,--tw-gradient-to,opacity,box-shadow,transform,translate,scale,rotate,filter,-webkit-backdrop-filter,backdrop-filter,display,visibility,content-visibility,overlay,pointer-events!important;transition-timing-function:var(--tw-ease,var(--default-transition-timing-function))!important;transition-duration:var(--tw-duration,var(--default-transition-duration))!important}.ease-in{--tw-ease:var(--ease-in);transition-timing-function:var(--ease-in)}.ease-in-out{--tw-ease:var(--ease-in-out);transition-timing-function:var(--ease-in-out)}.ease-out{--tw-ease:var(--ease-out);transition-timing-function:var(--ease-out)}.select-none{-webkit-user-select:none;user-select:none}@media (hover:hover){.hover\:bg-base-100:hover{background-color:var(--color-base-100)}.hover\:bg-base-200:hover{background-color:var(--color-base-200)}.hover\:bg-base-300:hover{background-color:var(--color-base-300)}}@media (min-width:48rem){.md\:w-1\/2{width:50%}.md\:grid-cols-4{grid-template-columns:repeat(4,minmax(0,1fr))}.md\:flex-row{flex-direction:row}.md\:gap-x-4{column-gap:calc(var(--spacing)*4)}}@media (min-width:64rem){.lg\:grid-cols-6{grid-template-columns:repeat(6,minmax(0,1fr))}}}@keyframes radio{0%{padding:5px}50%{padding:3px}}@keyframes skeleton{0%{background-position:150%}to{background-position:-50%}}@keyframes progress{50%{background-position-x:-115%}}@keyframes toast{0%{opacity:0;scale:.9}to{opacity:1;scale:1}}@keyframes dropdown{0%{opacity:0}}@keyframes rating{0%,40%{filter:brightness(1.05)contrast(1.05);scale:1.1}}@property --tw-border-spacing-x{syntax:"<length>";inherits:false;initial-value:0}@property --tw-border-spacing-y{syntax:"<length>";inherits:false;initial-value:0}@property --tw-translate-x{syntax:"*";inherits:false;initial-value:0}@property --tw-translate-y{syntax:"*";inherits:false;initial-value:0}@property --tw-translate-z{syntax:"*";inherits:false;initial-value:0}@property --tw-rotate-x{syntax:"*";inherits:false}@property --tw-rotate-y{syntax:"*";inherits:false}@property --tw-rotate-z{syntax:"*";inherits:false}@property --tw-skew-x{syntax:"*";inherits:false}@property --tw-skew-y{syntax:"*";inherits:false}@property --tw-space-y-reverse{syntax:"*";inherits:false;initial-value:0}@property --tw-border-style{syntax:"*";inherits:false;initial-value:solid}@property --tw-font-weight{syntax:"*";inherits:false}@property --tw-shadow{syntax:"*";inherits:false;initial-value:0 0 #0000}@property --tw-shadow-color{syntax:"*";inherits:false}@property --tw-shadow-alpha{syntax:"<percentage>";inherits:false;initial-value:100%}@property --tw-inset-shadow{syntax:"*";inherits:false;initial-value:0 0 #0000}@property --tw-inset-shadow-color{syntax:"*";inherits:false}@property --tw-inset-shadow-alpha{syntax:"<percentage>";inherits:false;initial-value:100%}@property --tw-ring-color{syntax:"*";inherits:false}@property --tw-ring-shadow{syntax:"*";inherits:false;initial-value:0 0 #0000}@property --tw-inset-ring-color{syntax:"*";inherits:false}@property --tw-inset-ring-shadow{syntax:"*";inherits:false;initial-value:0 0 #0000}@property --tw-ring-inset{syntax:"*";inherits:false}@property --tw-ring-offset-width{syntax:"<length>";inherits:false;initial-value:0}@property --tw-ring-offset-color{syntax:"*";inherits:false;initial-value:#fff}@property --tw-ring-offset-shadow{syntax:"*";inherits:false;initial-value:0 0 #0000}@property --tw-blur{syntax:"*";inherits:false}@property --tw-brightness{syntax:"*";inherits:false}@property --tw-contrast{syntax:"*";inherits:false}@property --tw-grayscale{syntax:"*";inherits:false}@property --tw-hue-rotate{syntax:"*";inherits:false}@property --tw-invert{syntax:"*";inherits:false}@property --tw-opacity{syntax:"*";inherits:false}@property --tw-saturate{syntax:"*";inherits:false}@property --tw-sepia{syntax:"*";inherits:false}@property --tw-drop-shadow{syntax:"*";inherits:false}@property --tw-drop-shadow-color{syntax:"*";inherits:false}@property --tw-drop-shadow-alpha{syntax:"<percentage>";inherits:false;initial-value:100%}@property --tw-drop-shadow-size{syntax:"*";inherits:false}@property --tw-ease{syntax:"*";inherits:false}

frontend/dist/index.html

@@ -5,8 +5,8 @@
     <link rel="icon" type="image/svg+xml" href="/vite.svg" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
     <title>🥇 Omni Seal Bench Watermarking Leaderboard</title>
-    <script type="module" crossorigin src="/assets/index-GljWyhYi.js"></script>
-    <link rel="stylesheet" crossorigin href="/assets/index-BbusHoyK.css">
+    <script type="module" crossorigin src="/assets/index-Dfz30D-z.js"></script>
+    <link rel="stylesheet" crossorigin href="/assets/index-BZjJHZQ6.css">
   </head>
   <body>
     <div id="root"></div>

frontend/src/API.ts

@@ -29,6 +29,13 @@ class API {
   static getProxiedUrl(url: string): string {
     return `${VITE_API_SERVER_URL}/proxy/${encodeURIComponent(url)}`
   }
+
+  // Fetch dataset names from the backend, grouped by type
+  static async fetchDatasets(): Promise<{ [type: string]: string[] }> {
+    const response = await fetch(VITE_API_SERVER_URL + '/datasets')
+    if (!response.ok) throw new Error('Failed to fetch datasets')
+    return response.json()
+  }
 }
 
 export default API

frontend/src/components/LeaderboardPage.tsx

@@ -10,40 +10,47 @@ interface LeaderboardPageProps {
   datasetType: 'audio' | 'image' | 'video'
 }
 
-const DATASET_NAMES: { [type: string]: string[] } = {
-  audio: ['voxpopuli_1k/audio', 'ravdess_1k/audio'],
-  image: ['val2014_1k/image'],
-  video: ['sav_val_full/video'],
-}
-
 const LeaderboardPage: React.FC<LeaderboardPageProps> = ({ datasetType }) => {
-  const datasetNames = DATASET_NAMES[datasetType]
-  const [selectedDatasetName, setSelectedDatasetName] = useState(datasetNames[0])
-
-  // Update selectedDatasetName when datasetType changes
-  useEffect(() => {
-    setSelectedDatasetName(DATASET_NAMES[datasetType][0])
-  }, [datasetType])
+  // State for dataset names fetched from backend
+  const [datasetNames, setDatasetNames] = useState<string[]>([])
+  const [selectedDatasetName, setSelectedDatasetName] = useState<string>('')
   const [models, setModels] = useState<string[]>([])
   const [selectedModels, setSelectedModels] = useState<Set<string>>(new Set())
   const [loading, setLoading] = useState(true)
   const [benchmarkData, setBenchmarkData] = useState<any>(null)
 
+  // Fetch dataset names from backend on mount or when datasetType changes
+  useEffect(() => {
+    setLoading(true)
+    API.fetchDatasets()
+      .then((grouped) => {
+        const filtered = grouped[datasetType] || []
+        setDatasetNames(filtered)
+        setSelectedDatasetName(filtered[0] || '')
+        setLoading(false)
+      })
+      .catch((err) => {
+        console.error('Failed to fetch dataset names:', err)
+        setDatasetNames([])
+        setSelectedDatasetName('')
+        setLoading(false)
+      })
+  }, [datasetType])
+
   // Fetch available models when dataset changes
   useEffect(() => {
+    if (!selectedDatasetName) return
     setLoading(true)
     API.fetchStaticFile(`data/${selectedDatasetName}?dataset_type=benchmark`)
       .then((response) => {
         const data = JSON.parse(response)
-        setBenchmarkData(data)
         const rows = data['rows']
         const allKeys: string[] = Array.from(new Set(rows.flatMap((row: any) => Object.keys(row))))
         // Remove 'metric' from headers if it exists
         const headers = allKeys.filter((key) => key !== 'metric')
-
         setModels(headers)
-        // Initialize all models as selected
         setSelectedModels(new Set(headers))
+        setBenchmarkData(data)
         setLoading(false)
       })
       .catch((err) => {
@@ -54,17 +61,17 @@ const LeaderboardPage: React.FC<LeaderboardPageProps> = ({ datasetType }) => {
 
   return (
     <div className="">
-      <div className="flex flex-col gap-4">
-        <DatasetSelector
-          datasetNames={datasetNames}
-          selectedDatasetName={selectedDatasetName}
-          onDatasetNameChange={setSelectedDatasetName}
-        />
-      </div>
       {loading ? (
         <LoadingSpinner />
       ) : (
         <>
+          <div className="flex flex-col gap-4">
+            <DatasetSelector
+              datasetNames={datasetNames}
+              selectedDatasetName={selectedDatasetName}
+              onDatasetNameChange={setSelectedDatasetName}
+            />
+          </div>
           {models.length > 0 && (
             <ModelFilter
               models={models}

frontend/src/components/LeaderboardTable.tsx

@@ -1,7 +1,5 @@
 import React, { useEffect, useState } from 'react'
 import { ArrowDownTrayIcon } from '@heroicons/react/24/solid'
-import LeaderboardFilter from './LeaderboardFilter'
-import LoadingSpinner from './LoadingSpinner'
 import QualityMetricsTable from './QualityMetricsTable'
 
 interface LeaderboardTableProps {
@@ -771,7 +769,7 @@ const LeaderboardTable: React.FC<LeaderboardTableProps> = ({ benchmarkData, sele
                                       })}
                                   </tr>
 
-                                  {/* Individual metric rows */}
+                                  {/* Individual metric rows, currently removed in favor of aggregate */}
                                 </React.Fragment>
                               )
                             })}