Image Classification on Real-world COCO Discovery Setting (P@10 > 0.6)
69.8Image Overall ScoreSpurious-Aware
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Spurious-AwareStage 1 Discovery Precision Threshold=> 0.62024.11 | 69.8 | 33.6 | 76.5 | 50.6 | |
| RAVLStage 1 Discovery Precision Threshold=> 0.62024.11 | 69.8 | 39.1 | 78.9 | 57.8 | |
| VL-GDROStage 1 Discovery Precision Threshold=> 0.62024.11 | 69.1 | 33.7 | 75.6 | 50.4 | |
| VL-ERMStage 1 Discovery Precision Threshold=> 0.62024.11 | 68.8 | 32.2 | 75.6 | 50.3 | |
| Upsampled FTStage 1 Discovery Precision Threshold=> 0.62024.11 | 66.6 | 37.8 | 74.3 | 52.2 | |
| Standard FTStage 1 Discovery Precision Threshold=> 0.62024.11 | 64 | 31.4 | 72 | 46.9 |