Action Recognition on NTU-60 30/30 seen/unseen
37.84Top-1 AccSkeletonLLM
Evaluation results
| Method | Links | |
|---|---|---|
| SkeletonLLMType=MLLM2026.03 | 37.84 | |
| InternVL3-8BType=MLLM, Finetuning=MQA for 6 epochs, Skeleton visualization=fixed2026.03 | 28.15 | |
| Qwen2.5-VL-7BType=MLLM, Finetuning=MQA for 6 epochs, Skeleton visualization=fixed2026.03 | 26.95 | |
| TDSMType=Align, Venue=ICCV’252026.03 | 25.88 | |
| PURLSType=Align, Venue=CVPR’242026.03 | 23.52 | |
| MotionLLMType=LLM, Venue=TPAMI’252026.03 | 16.46 | |
| ReViSEType=Align, Venue=ICCV’172026.03 | 14.81 | |
| JPoSEType=Align, Venue=ICCV’192026.03 | 12.39 | |
| SynSEType=Align, Venue=ICIP’212026.03 | 12 | |
| CADA-VAEType=Align, Venue=CVPRW’192026.03 | 11.51 | |
| MotionGPTType=LLM, Venue=NeurIPS’232026.03 | 8.57 |