Error Slice Discovery on MNIST-Sum
100Precision@10CB-SLICE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CB-SLICEModel=CBM + Joint2026.05 | 100 | 95 | |
| CB-SLICEModel=CBM + Seq2026.05 | 95 | 90 | |
| HiBug2Model=Vanilla DNN2026.05 | 55 | 55 | |
| HiBug2Model=CBM + Seq2026.05 | 50 | 56 | |
| HiBug2Model=CBM + Joint2026.05 | 50 | 56 | |
| DOMINOModel=Vanilla DNN2026.05 | 44 | 14 | |
| DOMINOModel=CBM + Seq2026.05 | 44 | 20 | |
| DOMINOModel=CBM + Joint2026.05 | 41 | 2 | |
| GEORGEModel=Vanilla DNN2026.05 | 33 | 23 | |
| GEORGEModel=CBM + Joint2026.05 | 20 | 10 | |
| GEORGEModel=CBM + Seq2026.05 | 17 | 9 | |
| K-MEANSModel=CBM + Joint2026.05 | 8 | 7 | |
| SPOTLIGHTModel=CBM + Seq2026.05 | 5 | 1 | |
| SPOTLIGHTModel=CBM + Joint2026.05 | 5 | 1 | |
| K-MEANSModel=Vanilla DNN2026.05 | 5 | 5 | |
| K-MEANSModel=CBM + Seq2026.05 | 5 | 8 | |
| SPOTLIGHTModel=Vanilla DNN2026.05 | 0 | 1 |