Visual Question Answering on FloodNet
83.39AccuracyOriginal
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OriginalModel=Qwen3-VL-235B-A22B-Instruct2026.02 | 83.39 | 120 | |
| JPEG Q10Model=Qwen3-VL-235B-A22B-Instruct2026.02 | 82.95 | 63.9 | |
| OriginalModel=LLaVA-1.5-7B-hf2026.02 | 82.61 | 120 | |
| OriginalModel=Pixtral-12B-24092026.02 | 81.51 | 120 | |
| JPEG Q1Model=Qwen3-VL-235B-A22B-Instruct2026.02 | 81.06 | 45.4 | |
| VOIModel=Qwen3-VL-235B-A22B-Instruct2026.02 | 80.62 | 32.94 | |
| VOIModel=LLaVA-1.5-7B-hf2026.02 | 80.12 | 40.77 | |
| JPEG Q1Model=Qwen2-VL-72B-Instruct2026.02 | 79.84 | 45.4 | |
| VOIModel=Pixtral-12B-24092026.02 | 79.48 | 34.94 | |
| VOIModel=Qwen2.5-VL-7B-Instruct2026.02 | 78.17 | 34.85 | |
| JPEG Q10Model=Qwen2-VL-72B-Instruct2026.02 | 78.07 | 63.9 | |
| OriginalModel=Qwen2.5-VL-7B-Instruct2026.02 | 77.19 | 120 | |
| Resize 32x32Model=Qwen2-VL-72B-Instruct2026.02 | 76.85 | 18.1 | |
| OriginalModel=Qwen2-VL-72B-Instruct2026.02 | 76.08 | 120 | |
| JPEG Q10Model=Pixtral-12B-24092026.02 | 75.75 | 63.9 | |
| VOIModel=Qwen2-VL-72B-Instruct2026.02 | 75.51 | 30.3 | |
| JPEG Q10Model=LLaVA-1.5-7B-hf2026.02 | 73.64 | 63.9 | |
| Resize 32x32Model=Qwen3-VL-235B-A22B-Instruct2026.02 | 72.31 | 18.1 | |
| JPEG Q1Model=LLaVA-1.5-7B-hf2026.02 | 70.76 | 45.4 | |
| OriginalModel=Llama-4-Maverick (17Bx12E)2026.02 | 70.35 | 120 | |
| VOIModel=Llama-4-Maverick (17Bx12E)2026.02 | 69.14 | 39.68 | |
| Resize 32x32Model=LLaVA-1.5-7B-hf2026.02 | 66.22 | 18.1 | |
| JPEG Q10Model=Llama-4-Maverick (17Bx12E)2026.02 | 65.23 | 63.9 | |
| JPEG Q10Model=Qwen2.5-VL-7B-Instruct2026.02 | 61.24 | 63.9 | |
| JPEG Q1Model=Llama-4-Maverick (17Bx12E)2026.02 | 60.41 | 45.4 | |
| JPEG Q1Model=Qwen2.5-VL-7B-Instruct2026.02 | 56.81 | 45.4 | |
| CaptionModel=Qwen2-VL-72B-Instruct2026.02 | 56.48 | 9.1 | |
| Resize 32x32Model=Llama-4-Maverick (17Bx12E)2026.02 | 55.73 | 18.1 | |
| JPEG Q1Model=Pixtral-12B-24092026.02 | 55.7 | 45.4 | |
| CaptionModel=Qwen3-VL-235B-A22B-Instruct2026.02 | 52.99 | 9.1 | |
| Resize 32x32Model=Pixtral-12B-24092026.02 | 52.05 | 18.1 | |
| CaptionModel=LLaVA-1.5-7B-hf2026.02 | 51.05 | 9.1 | |
| Resize 32x32Model=Qwen2.5-VL-7B-Instruct2026.02 | 50.06 | 18.1 | |
| CaptionModel=Qwen2.5-VL-7B-Instruct2026.02 | 48.06 | 9.1 | |
| CaptionModel=Pixtral-12B-24092026.02 | 47.84 | 9.1 | |
| CaptionModel=Llama-4-Maverick (17Bx12E)2026.02 | 45.01 | 9.1 |