Object Counting on PairTally Inter-scene
15.61MAECountEx
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CountExModel Category=Models trained on CoCount2026.02 | 15.61 | 0.197 | |
| LLMDetModel Category=Models trained on CoCount2026.02 | 18.78 | 0.225 | |
| CAD-GDModel Category=Models trained on CoCount2026.02 | 19.47 | 0.243 | |
| CountGDModel Category=Models trained on CoCount2026.02 | 19.67 | 0.263 | |
| GroundingRECModel Category=Models trained on CoCount2026.02 | 19.71 | 0.26 | |
| Count GDModel Category=Pre-trained specialist counting models2026.02 | 39.78 | 0.673 | |
| GeCoModel Category=Pre-trained specialist counting models2026.02 | 45.05 | 0.777 | |
| DAVEModel Category=Pre-trained specialist counting models2026.02 | 46.27 | 0.779 | |
| Qwen2.5-VLModel Category=Pre-trained large vision language models2026.02 | 46.35 | 0.598 | |
| LLaMA-3.2Model Category=Pre-trained large vision language models2026.02 | 49.14 | 0.73 | |
| Count GD (Text)Model Category=Pre-trained specialist counting models2026.02 | 50.23 | 0.712 | |
| InternVL3Model Category=Pre-trained large vision language models2026.02 | 55.89 | 0.667 | |
| Ovis2Model Category=Pre-trained large vision language models2026.02 | 56.87 | 0.711 | |
| FamNetModel Category=Pre-trained specialist counting models2026.02 | 66.97 | 1.363 | |
| LoCAModel Category=Pre-trained specialist counting models2026.02 | 71.89 | 1.177 | |
| LLMDetModel Category=Pre-trained specialist counting models2026.02 | 78.72 | 0.661 |