Image Classification on LAD
94.32LAD-ALP
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| LPtype=black-box2024.04 | 94.32 | 86.61 | 73.93 | 49.24 | 86.71 | 77.14 | |
| Res-CBM-afterstage=after incremental concept discovery2024.04 | 89.79 | 80.45 | 66.24 | 38.62 | 83.01 | 70.09 | |
| Original CBMconcept_source=labeled concept annotations2024.04 | 89.64 | 78.26 | 55.35 | 33.88 | 79.07 | 66.89 | |
| PCBM-annotationconcept_bank=textual embeddings of annotated attributes2024.04 | 89.34 | 77.11 | 59.82 | 29.82 | 78.14 | 66.31 | |
| Res-CBM-beforestage=initial base concept bank2024.04 | 78.97 | 77.09 | 43.56 | 14.29 | 75.48 | 58.12 |