Optical Character Recognition on OCRB
52.2OCR ScoreVanilla
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VanillaModel=LLaVA-NeXT, TFLOPs=100%2026.06 | 52.2 | 100 | |
| APETModel=LLaVA-NeXT, TFLOPs=70%2026.06 | 50.6 | 99.4 | |
| Ours (N=20)Model=LLaVA-NeXT, TFLOPs=67%2026.06 | 50.6 | 98.8 | |
| V2DropModel=LLaVA-NeXT, TFLOPs=70%2026.06 | 50.3 | 98.4 | |
| VSkip+ (N=20)Model=LLaVA-NeXT, TFLOPs=74%2026.06 | 48.8 | 98.2 | |
| ShortV (N=20)Model=LLaVA-NeXT, TFLOPs=51%2026.06 | 41.4 | 96 | |
| VTW (K=16)Model=LLaVA-NeXT, TFLOPs=51%2026.06 | 6.9 | 86.5 |