Download evaluation.json from Lucasgitguy-co/forma3d-tiny-4: direct link, hf CLI and curl.
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https://huggingface.co/Lucasgitguy-co/forma3d-tiny-4/resolve/main/evaluation.json
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3.81 kB
| { | |
| "selection": { | |
| "variant": "objects1024", | |
| "checkpoint": "local-run/runs/forma/experiments/objects1024-seed44/best.pt", | |
| "threshold": 0.6, | |
| "repeat_checkpoint": "local-run/runs/forma/experiments/objects1024-seed45/best.pt", | |
| "repeat_threshold": 0.6 | |
| }, | |
| "runs": { | |
| "selected": { | |
| "score": { | |
| "loss": 0.5288282543048263, | |
| "occupancy_iou": 0.434657429975929, | |
| "silhouette_iou": 0.5405500827612161, | |
| "chamfer": 0.05237952823786939, | |
| "latency_seconds": 0.007597888194723055, | |
| "threshold": 0.6, | |
| "examples": 400, | |
| "empty_outputs": 0, | |
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| }, | |
| "checkpoint_sha256": "ed7820ccd07b1a0fdbb17a95476f45892e2bd4ea7eba6c593e995845d9a9560d", | |
| "ci": { | |
| "silhouette_iou": { | |
| "delta_candidate_minus_baseline": 0.07686164669613241, | |
| "ci95": [ | |
| 0.06620625277555024, | |
| 0.08925644709590333 | |
| ], | |
| "clusters": 100, | |
| "bootstrap_repeats": 2000 | |
| }, | |
| "occupancy_iou": { | |
| "delta_candidate_minus_baseline": 0.09725900993297572, | |
| "ci95": [ | |
| 0.07289312401256197, | |
| 0.12272462646698633 | |
| ], | |
| "clusters": 100, | |
| "bootstrap_repeats": 2000 | |
| }, | |
| "chamfer": { | |
| "delta_candidate_minus_baseline": -0.017205378974122443, | |
| "ci95": [ | |
| -0.03761618323597912, | |
| -0.0062196922360514394 | |
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| "clusters": 100, | |
| "bootstrap_repeats": 2000 | |
| } | |
| } | |
| }, | |
| "repeat": { | |
| "score": { | |
| "loss": 0.5437050361186266, | |
| "occupancy_iou": 0.4125259027257265, | |
| "silhouette_iou": 0.5465734927516692, | |
| "chamfer": 0.05410549798496925, | |
| "latency_seconds": 0.007690862412564456, | |
| "threshold": 0.6, | |
| "examples": 400, | |
| "empty_outputs": 0, | |
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| "ci": { | |
| "silhouette_iou": { | |
| "delta_candidate_minus_baseline": 0.08288505668658566, | |
| "ci95": [ | |
| 0.07360989200676811, | |
| 0.09423433733451456 | |
| ], | |
| "clusters": 100, | |
| "bootstrap_repeats": 2000 | |
| }, | |
| "occupancy_iou": { | |
| "delta_candidate_minus_baseline": 0.07512748268277328, | |
| "ci95": [ | |
| 0.0540098029584061, | |
| 0.0983109243792212 | |
| ], | |
| "clusters": 100, | |
| "bootstrap_repeats": 2000 | |
| }, | |
| "chamfer": { | |
| "delta_candidate_minus_baseline": -0.0154794092270226, | |
| "ci95": [ | |
| -0.035662256027738926, | |
| -0.004783220070014258 | |
| ], | |
| "clusters": 100, | |
| "bootstrap_repeats": 2000 | |
| } | |
| } | |
| } | |
| }, | |
| "baseline": { | |
| "loss": 0.5606700345873833, | |
| "occupancy_iou": 0.33739842004295334, | |
| "silhouette_iou": 0.46368843606508364, | |
| "chamfer": 0.06958490721199183, | |
| "latency_seconds": 0.00743420758168213, | |
| "threshold": 0.5, | |
| "examples": 400, | |
| "empty_outputs": 2, | |
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| "batch": { | |
| "batch": 8 | |
| }, | |
| "limitations": "ABO Gaussian-proxy input only. Chamfer is center-to-mesh-surface-sample distance; silhouettes use orthographic alpha>=0.5 vs triangle rasterization at 96px. Not photorealistic or natural-photo evaluation." | |
| } | |