Diagram Understanding on AI2D (Score and Avg. Ret.)
65.38ScoreVTW (K=16)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VTW (K=16)Model=LLaVA-NeXT, TFLOPs=51%2026.06 | 65.38 | 86.5 | |
| VanillaModel=LLaVA-NeXT, TFLOPs=100%2026.06 | 65.35 | 100 | |
| VSkip+ (N=20)Model=LLaVA-NeXT, TFLOPs=74%2026.06 | 65.25 | 98.2 | |
| Ours (N=20)Model=LLaVA-NeXT, TFLOPs=67%2026.06 | 65.03 | 98.8 | |
| APETModel=LLaVA-NeXT, TFLOPs=70%2026.06 | 65.01 | 99.4 | |
| V2DropModel=LLaVA-NeXT, TFLOPs=70%2026.06 | 64.75 | 98.4 | |
| ShortV (N=20)Model=LLaVA-NeXT, TFLOPs=51%2026.06 | 64.48 | 96 |