Action Recognition on PKU-MMD cross-view (46/5)
89.5Top-1 AccuracySkeletonLLM
Evaluation results
| Method | Links | |
|---|---|---|
| SkeletonLLMType=MLLM2026.03 | 89.5 | |
| NeuronType=Align, Venue=CVPR’252026.03 | 88.2 | |
| InternVL3-8BType=MLLM, Evaluation Details=fixed visualization and finetuning on MQA for 6 epochs2026.03 | 85 | |
| Qwen2.5-VL-7BType=MLLM, Evaluation Details=fixed visualization and finetuning on MQA for 6 epochs2026.03 | 83.8 | |
| STARType=Align, Venue=ACM MM’242026.03 | 75.4 | |
| CADA-VAEType=Align, Venue=CVPRW’192026.03 | 74.5 | |
| SynSEType=Align, Venue=ICIP’212026.03 | 71.7 | |
| SMIEType=Align, Venue=ACM MM’232026.03 | 71.6 | |
| ReViSEType=Align, Venue=ICCV’172026.03 | 54.1 | |
| JPoSEType=Align, Venue=ICCV’192026.03 | 53.1 | |
| MotionLLMType=LLM, Venue=TPAMI’252026.03 | 49.4 | |
| MotionGPTType=LLM, Venue=NeurIPS’232026.03 | 32.1 |