Object Counting on PairTally Intra-scene
12.57MAECountEx
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CountExModel Category=Models trained on CoCount2026.02 | 12.57 | 0.229 | |
| CountGDModel Category=Models trained on CoCount2026.02 | 15.67 | 0.318 | |
| CAD-GDModel Category=Models trained on CoCount2026.02 | 16.98 | 0.259 | |
| GroundingRECModel Category=Models trained on CoCount2026.02 | 17.91 | 0.349 | |
| LLMDetModel Category=Models trained on CoCount2026.02 | 21.06 | 0.368 | |
| DAVEModel Category=Pre-trained specialist counting models2026.02 | 46.75 | 0.797 | |
| Count GD (Text)Model Category=Pre-trained specialist counting models2026.02 | 53.93 | 0.841 | |
| GeCoModel Category=Pre-trained specialist counting models2026.02 | 54.8 | 0.935 | |
| Count GDModel Category=Pre-trained specialist counting models2026.02 | 56.54 | 0.906 | |
| LoCAModel Category=Pre-trained specialist counting models2026.02 | 57.45 | 0.95 | |
| LLaMA-3.2Model Category=Pre-trained large vision language models2026.02 | 58.73 | 0.74 | |
| Qwen2.5-VLModel Category=Pre-trained large vision language models2026.02 | 67.86 | 0.712 | |
| InternVL3Model Category=Pre-trained large vision language models2026.02 | 71.47 | 0.721 | |
| Ovis2Model Category=Pre-trained large vision language models2026.02 | 74.24 | 0.736 | |
| FamNetModel Category=Pre-trained specialist counting models2026.02 | 74.75 | 1.44 | |
| LLMDetModel Category=Pre-trained specialist counting models2026.02 | 142.08 | 1.06 |