Multimodal Evaluation on MME (Accuracy)
1,821.3AccuracyHiMAP
Evaluation results
| Method | Links | |
|---|---|---|
| HiMAPModel=InternVL-7B, TFLOPS=0.56, FLOPs Ratio=20%2025.03 | 1,821.3 | |
| BaselineModel=InternVL-7B, TFLOPS=2.71, FLOPs Ratio=100%2025.03 | 1,812.2 | |
| HiMAPModel=LLaVA-13B, TFLOPS=1.36, FLOPs Ratio=23%2025.03 | 1,809.4 | |
| FastVModel=InternVL-7B, TFLOPS=1.39, FLOPs Ratio=52%2025.03 | 1,802.1 | |
| HiMAPModel=QwenVL-7B, TFLOPS=0.89, FLOPs Ratio=25%2025.03 | 1,798.3 | |
| FastVModel=LLaVA-13B, TFLOPS=3.09, FLOPs Ratio=53%2025.03 | 1,796.3 | |
| BaselineModel=LLaVA-13B, TFLOPS=5.81, FLOPs Ratio=100%2025.03 | 1,794.4 | |
| HiMAPModel=LLaVA-7B, TFLOPS=0.73, FLOPs Ratio=24%2025.03 | 1,785.1 | |
| BaselineModel=QwenVL-7B, TFLOPS=3.6, FLOPs Ratio=100%2025.03 | 1,782.6 | |
| FastVModel=QwenVL-7B, TFLOPS=1.9, FLOPs Ratio=53%2025.03 | 1,767.2 | |
| BaselineModel=LLaVA-7B, TFLOPS=2.98, FLOPs Ratio=100%2025.03 | 1,749.9 | |
| FastVModel=LLaVA-7B, TFLOPS=1.56, FLOPs Ratio=54%2025.03 | 1,742.6 |