Embodied mental-state reasoning and intervention on MindPower
14.36TA ScoreMindClaw
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MindClaw2026.05 | 14.36 | 36.63 | 100 | |
| GPT-5.42026.05 | 3.8 | 8.7 | 100 | |
| Gemini 3.1 Pro2026.05 | 2.25 | 15.6 | 76.1 | |
| VideoLLaMA3-7Bnumber of parameters=7B2026.05 | 0.5 | 19.3 | 22.2 | |
| Qwen3-VL-30Bnumber of parameters=30B2026.05 | 0 | 11.4 | 8.1 | |
| Qwen3-VL-8Bnumber of parameters=8B2026.05 | 0 | 0 | — | |
| Qwen3-VL-4Bnumber of parameters=4B2026.05 | 0 | 1.1 | 100 | |
| InternVL3.5-8Bnumber of parameters=8B2026.05 | 0 | 0.9 | 0 | |
| Video-R12026.05 | 0 | 6.8 | 68.8 | |
| OneThinker2026.05 | 0 | 0 | — | |
| VideoAuto-R12026.05 | 0 | 3.5 | 33.3 |