Action Recognition on NTU-120 (60/60 seen/unseen split)
34.94Top-1 AccuracySkeletonLLM
Evaluation Results
| Method | Links | |
|---|---|---|
| SkeletonLLMType=MLLM2026.03 | 34.94 | |
| TDSMType=Align, Venue=ICCV’252026.03 | 27.21 | |
| InternVL3-8BType=MLLM, Finetuning=MQA for 6 epochs, Skeleton visualization=fixed2026.03 | 26.48 | |
| Qwen2.5-VL-7BType=MLLM, Finetuning=MQA for 6 epochs, Skeleton visualization=fixed2026.03 | 25.12 | |
| PURLSType=Align, Venue=CVPR’242026.03 | 19.63 | |
| MotionLLMType=LLM, Venue=TPAMI’252026.03 | 11.45 | |
| ReViSEType=Align, Venue=ICCV’172026.03 | 8.27 | |
| SynSEType=Align, Venue=ICIP’212026.03 | 7.73 | |
| JPoSEType=Align, Venue=ICCV’192026.03 | 7.65 | |
| CADA-VAEType=Align, Venue=CVPRW’192026.03 | 5.67 | |
| MotionGPTType=LLM, Venue=NeurIPS’232026.03 | 5.15 |