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Add eval results

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  1. results/eval.json +44 -0
results/eval.json ADDED
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+ {
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+ "model": "jgalego/knot2vec",
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+ "gallery": 12965,
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+ "chance_top1": 7.7e-05,
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+ "seen": {
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+ "n": 46676,
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+ "top1": 0.849,
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+ "top5": 0.973,
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+ "signature_accuracy": 0.794,
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+ "determinant_accuracy": 0.008,
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+ "volume_mae": 1.507,
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+ "top1_by_crossings": {
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+ "3": 1.0,
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+ "5": 0.75,
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+ "6": 1.0,
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+ "7": 0.714,
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+ "8": 0.764,
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+ "9": 0.835,
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+ "10": 0.76,
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+ "11": 0.879,
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+ "12": 0.809,
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+ "13": 0.858
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+ }
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+ },
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+ "unseen": {
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+ "n": 5184,
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+ "top1": 0.856,
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+ "top5": 0.969,
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+ "signature_accuracy": 0.781,
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+ "determinant_accuracy": 0.008,
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+ "volume_mae": 1.583,
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+ "top1_by_crossings": {
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+ "4": 0.5,
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+ "5": 0.5,
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+ "6": 0.75,
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+ "8": 0.75,
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+ "9": 0.7,
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+ "10": 0.691,
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+ "11": 0.863,
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+ "12": 0.833,
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+ "13": 0.865
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+ }
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+ }
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+ }