Multi-object recognition on COCO (val)
29.52Exclusive mAPDecoupleGen
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DecoupleGenNum Generations=96k2026.05 | 29.52 | 66.43 | 73.52 | 57 | |
| Weighted lossNum Generations=02026.05 | 28.21 | 59.89 | 72.13 | 55.44 | |
| Remove cooccur imagesNum Generations=02026.05 | 28.09 | 60.09 | 72.25 | 55.5 | |
| DecoupleGenNum Generations=18k2026.05 | 27.2 | 65.56 | 73.09 | 56.37 | |
| Feature splitNum Generations=02026.05 | 26.76 | 64.1 | 72.39 | 55.74 | |
| Feedback GuidanceNum Generations=18k2026.05 | 25.55 | 65.01 | 72.68 | 56.11 | |
| SD InpaintingNum Generations=18k2026.05 | 25.34 | 64.77 | 72.61 | 55.85 | |
| CAMNum Generations=02026.05 | 25.09 | 64.45 | 72.45 | 55.87 | |
| Class balancing lossNum Generations=02026.05 | 25.03 | 64.67 | 72.35 | 55.79 | |
| Txt2Img ExclusiveNum Generations=18k2026.05 | 25.01 | 65.26 | 72.66 | 55.96 | |
| Blended LDNum Generations=18k2026.05 | 24.87 | 64.77 | 72.71 | 55.94 | |
| Txt2Img CooccurNum Generations=18k2026.05 | 24.66 | 64.41 | 72.87 | 56.11 | |
| Remove cooccur labelsNum Generations=02026.05 | 24.17 | 64.59 | 71.59 | 55.3 | |
| StandardNum Generations=02026.05 | 24.1 | 64.8 | 72.54 | 55.97 | |
| Txt2Img Target ClassNum Generations=18k2026.05 | 23.9 | 64.87 | 72.44 | 55.92 | |
| Negative penaltyNum Generations=02026.05 | 23.71 | 64.61 | 72.19 | 55.68 | |
| Real CooccurNum Generations=02026.05 | 22.69 | 64 | 71.28 | 54.82 |