Object Counting on FSC-147
12.1MAEGemini 3-Pro
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Gemini 3-Pro2026.03 | 12.1 | — | — | — | |
| Seed1.82026.03 | 13.6 | — | — | — | |
| Seed1.5-VL Thinking2026.03 | 17.9 | — | — | — | |
| Claude Sonnet-4.52026.03 | 22 | — | — | — | |
| Xu et al.Training=Yes2023.06 | 22.09 | 115.17 | 0.34 | 3.74 | |
| Gemini 2.5-Pro2026.03 | 24.5 | — | — | — | |
| prior-guided mask generationTraining=No2023.06 | 24.79 | 137.15 | 0.37 | 4.52 | |
| GPT-5.1 High2026.03 | 28 | — | — | — | |
| Ours (vanilla)Training=No2023.06 | 32.86 | 142.89 | 0.44 | 5.12 | |
| SAMTraining=No2023.06 | 42.48 | 137.5 | 1.14 | 8.13 |