Multimodal Large Language Model Evaluation on SEED-Bench
71.56AccuracyLASER
Evaluation Results
| Method | Links | |
|---|---|---|
| LASERModel=LLaVA-Next 13B, Quantization=W8A8, rho_1=50%2026.05 | 71.56 | |
| FP16Model=LLaVA-Next 13B2026.05 | 71.3 | |
| WSVDModel=LLaVA-Next 13B, Quantization=W8A8, rho_1=50%2026.05 | 70.67 | |
| QSVDModel=LLaVA-Next 13B, Quantization=W8A42026.05 | 69.21 | |
| FP16Model=LLaVA-Next 7B2026.05 | 69.02 | |
| WSVDModel=LLaVA-Next 7B, Quantization=W8A8, rho_1=50%2026.05 | 67.49 | |
| LASERModel=LLaVA-Next 7B, Quantization=W8A8, rho_1=50%2026.05 | 67.49 | |
| DuQuantModel=LLaVA-Next 13B, Quantization=W8A42026.05 | 66.15 | |
| QSVDModel=LLaVA-Next 7B, Quantization=W8A42026.05 | 65.63 | |
| QVLMModel=LLaVA-Next 13B, Quantization=W8A42026.05 | 65.39 | |
| DuQuantModel=LLaVA-Next 7B, Quantization=W8A42026.05 | 63.64 | |
| LASERModel=LLaVA-v1.5 7B, Quantization=W8A8, rho_1=50%2026.05 | 61.94 | |
| WSVDModel=LLaVA-v1.5 7B, Quantization=W8A8, rho_1=50%2026.05 | 60.23 | |
| FP16Model=LLaVA-v1.5 7B2026.05 | 60.18 | |
| QSVDModel=LLaVA-v1.5 7B, Quantization=W8A42026.05 | 58.49 | |
| DuQuantModel=LLaVA-v1.5 7B, Quantization=W8A42026.05 | 54.11 | |
| QVLMModel=LLaVA-Next 7B, Quantization=W8A42026.05 | 50.38 | |
| QVLMModel=LLaVA-v1.5 7B, Quantization=W8A42026.05 | 50.13 |