Understanding on EventDrive Hard
59.04AccuracyEventDrive-VLM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EventDrive-VLMModel Type=Event + Frame2026.06 | 59.04 | 45.86 | 49.66 | |
| InternVL3-8BModel Type=Frame-based2026.06 | 58.68 | 0.16 | 1.51 | |
| InternVL2.5-8BModel Type=Frame-based2026.06 | 58.28 | 0.18 | 2.21 | |
| LLaVA-OneVision-1.5-8BModel Type=Frame-based2026.06 | 57.09 | 2.65 | 16.1 | |
| EventDrive-VLMModel Type=Event-based2026.06 | 52.17 | 34.22 | 29.5 | |
| Qwen2.5-VL-7B-Instruct*Model Type=Frame-based, Variant=*2026.06 | 50.77 | 38.15 | 40.89 | |
| Qwen2.5-VL-7B-InstructModel Type=Frame-based2026.06 | 43.05 | 27.15 | 35.12 | |
| EventGPT-7BModel Type=Event-based2026.06 | 36.96 | 2.89 | 3.67 | |
| LLaVA-v1.6-Mistral-7B-hfModel Type=Frame-based2026.06 | 36.69 | 15.23 | 25.3 |