Error Slice Discovery on MetaShift
91Precision@10CB-SLICE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CB-SLICEModel=CBM + Joint2026.05 | 91 | 86 | |
| DOMINOModel=CBM + Joint2026.05 | 86 | 40 | |
| GEORGEModel=CBM + Joint2026.05 | 84 | 72 | |
| GEORGEModel=CBM + Seq2026.05 | 83 | 69 | |
| CB-SLICEModel=CBM + Seq2026.05 | 82 | 76 | |
| DOMINOModel=Vanilla DNN2026.05 | 75 | 58 | |
| DOMINOModel=CBM + Seq2026.05 | 70 | 51 | |
| GEORGEModel=Vanilla DNN2026.05 | 64 | 26 | |
| HiBug2Model=CBM + Seq2026.05 | 60 | 49 | |
| HiBug2Model=CBM + Joint2026.05 | 50 | 44 | |
| HiBug2Model=Vanilla DNN2026.05 | 40 | 34 | |
| K-MEANSModel=CBM + Seq2026.05 | 21 | 16 | |
| SPOTLIGHTModel=CBM + Seq2026.05 | 20 | 10 | |
| K-MEANSModel=CBM + Joint2026.05 | 15 | 16 | |
| SPOTLIGHTModel=CBM + Joint2026.05 | 13 | 11 | |
| K-MEANSModel=Vanilla DNN2026.05 | 12 | 13 | |
| SPOTLIGHTModel=Vanilla DNN2026.05 | 7 | 11 |