Efficiency Evaluation on MME
1,478Token CountInternVL2
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| InternVL2Parameters=2B2024.12 | 1,478 | 4.45 | 10 | 0.21 | 3.7 | |
| IMPParameters=3.1B2024.12 | 729 | 0.3 | 8.4 | 0.12 | 9.1 | |
| Qwen2-VLParameters=2B2024.12 | 646 | 2.72 | 59.2 | 0.41 | 1.8 | |
| LLaVAParameters=7B, Version=V1.52024.12 | 576 | 4.43 | 15.3 | 0.11 | 5.6 | |
| FlashSloth-HDParameters=3.2B2024.12 | 414 | 2.72 | 7.8 | 0.11 | 7.3 | |
| FlashSlothParameters=3.2B2024.12 | 90 | 0.09 | 7.6 | 0.05 | 11.6 |