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Noisy-label detection on MNIST

99.83Accuracy

2D geometric metric

Updated 1mo ago

Evaluation Results

Method	Links
2D geometric metric 2026.06		99.83	98.89	99.45
3D multi-metric 2026.06		99.82	98.63	99.57
2D geometric metric 2026.06		99.77	99.44	99.4
3D multi-metric 2026.06		99.77	99.42	99.42
2D geometric metric 2026.06		99.69	99.58	99.64
3D multi-metric 2026.06		99.69	99.58	99.65
Cleanlab 2026.06		99.62	95.52	96.86
Cleanlab 2026.06		99.57	97.66	98.07
2D geometric metric 2026.06		99.49	97.77	99.72
Cleanlab 2026.06		99.35	98.57	98.18
2D geometric metric 2026.06		99.28	98.52	99.7
Cleanlab 2026.06		99.1	99.13	98.62
2D geometric metric 2026.06		96.55	59.16	99.83
3D multi-metric 2026.06		96.55	92.07	99.97
3D multi-metric 2026.06		93.2	42.34	99.97
2D geometric metric 2026.06		92.7	40.61	99.97
2D geometric metric 2026.06		92.42	56.86	99.98
3D multi-metric 2026.06		90.2	67.12	100
3D multi-metric 2026.06		89.32	31.85	99.97
3D multi-metric 2026.06		88.91	47.39	100