Object Localization on PascalVOC
17.7soft-IoUDEX-AR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DEX-ARModel=LlaVA-1.52026.03 | 17.7 | 36.34 | 27.75 | |
| DEX-ARModel=Florence22026.03 | 17.1 | 32.48 | 24.46 | |
| DEX-ARModel=BakLlaVA-v12026.03 | 17 | 35.85 | 26.33 | |
| DEX-ARModel=PaliGemma2026.03 | 15.26 | 23.55 | 20.43 | |
| GradCAMModel=LlaVA-1.52026.03 | 10.2 | 28.9 | 19.3 | |
| CheferCAMModel=Florence22026.03 | 9.68 | 21.16 | 18.87 | |
| Attn×GradModel=Florence22026.03 | 9.35 | 23.92 | 23.15 | |
| GradCAMModel=PaliGemma2026.03 | 8.44 | 22.55 | 26.95 | |
| AttentionModel=Florence22026.03 | 8.37 | 21.2 | 20.51 | |
| GradCAMModel=BakLlaVA-v12026.03 | 8.19 | 24.36 | 24.76 | |
| Attn×GradModel=PaliGemma2026.03 | 6.55 | 23.32 | 23.52 | |
| RolloutModel=Florence22026.03 | 5.67 | 26.59 | 21.34 | |
| Attn×GradModel=LlaVA-1.52026.03 | 5.1 | 24.2 | 26.6 | |
| Attn×GradModel=BakLlaVA-v12026.03 | 5.09 | 24.23 | 26.32 | |
| CheferCAMModel=PaliGemma2026.03 | 4.61 | 21.05 | 18.02 | |
| AttentionModel=PaliGemma2026.03 | 4.11 | 20.38 | 16.55 | |
| RolloutModel=BakLlaVA-v12026.03 | 3.3 | 20.14 | 14.67 | |
| RolloutModel=LlaVA-1.52026.03 | 2.54 | 19.59 | 11.41 | |
| AttentionModel=BakLlaVA-v12026.03 | 2.04 | 19.56 | 16.84 | |
| AttentionModel=LlaVA-1.52026.03 | 2 | 19.1 | 16 | |
| CheferCAMModel=BakLlaVA-v12026.03 | 1.62 | 21.07 | 17.07 | |
| CheferCAMModel=LlaVA-1.52026.03 | 1.6 | 21.01 | 17.1 |