Intra-instance detection on EMPIAR-10499 (test)
44.1F1 ScoreFullTilt
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FullTiltCategory=Cryo-ET, # Prompts=4, Evaluation Protocol=Zero-shot2026.04 | 44.1 | 17.3 | 30.9 | 0.394 | 3,410 | |
| FullTiltCategory=Cryo-ET, # Prompts=2, Evaluation Protocol=Zero-shot2026.04 | 43.2 | 16.9 | 30.2 | 0.394 | 3,410 | |
| FullTiltCategory=Cryo-ET, # Prompts=1, Evaluation Protocol=Zero-shot2026.04 | 41.8 | 15.9 | 28.8 | 0.389 | 3,410 | |
| TomoTwinCategory=Cryo-ET, # Prompts=4, Evaluation Protocol=Zero-shot2026.04 | 35.4 | 7.8 | 19.8 | 2,310 | 20,800 | |
| DETR3D+EPromptCategory=General MV, # Prompts=4, Evaluation Protocol=Zero-shot2026.04 | 31.7 | 5.6 | 17.7 | 0.201 | 3,230 | |
| DETR3D+EPromptCategory=General MV, # Prompts=2, Evaluation Protocol=Zero-shot2026.04 | 29.9 | 4.9 | 16 | 0.202 | 3,230 | |
| TomoTwinCategory=Cryo-ET, # Prompts=2, Evaluation Protocol=Zero-shot2026.04 | 29.6 | 5.7 | 15.5 | 2,320 | 20,800 | |
| DETR3D+EPromptCategory=General MV, # Prompts=1, Evaluation Protocol=Zero-shot2026.04 | 27.1 | 3.9 | 13.7 | 0.198 | 3,230 | |
| TomoTwinCategory=Cryo-ET, # Prompts=1, Evaluation Protocol=Zero-shot2026.04 | 24.9 | 3.5 | 11.3 | 2,330 | 20,800 | |
| ProPickerCategory=Cryo-ET, # Prompts=4, Evaluation Protocol=Zero-shot2026.04 | 23.5 | — | — | 71.8 | 12,700 | |
| ProPickerCategory=Cryo-ET, # Prompts=2, Evaluation Protocol=Zero-shot2026.04 | 20.6 | — | — | 72.8 | 12,700 | |
| ProPickerCategory=Cryo-ET, # Prompts=1, Evaluation Protocol=Zero-shot2026.04 | 18.7 | — | — | 69.1 | 12,700 | |
| CryoSAMCategory=Cryo-ET, # Prompts=4, Evaluation Protocol=Zero-shot2026.04 | 3.8 | — | — | 486 | 29,200 | |
| CryoSAMCategory=Cryo-ET, # Prompts=2, Evaluation Protocol=Zero-shot2026.04 | 3.4 | — | — | 444 | 29,200 | |
| CryoSAMCategory=Cryo-ET, # Prompts=1, Evaluation Protocol=Zero-shot2026.04 | 3.2 | — | — | 421 | 29,200 | |
| PETR+EPromptCategory=General MV, # Prompts=1, Evaluation Protocol=Zero-shot2026.04 | 1.7 | 0 | 0 | 0.421 | 10,600 | |
| PETR+EPromptCategory=General MV, # Prompts=2, Evaluation Protocol=Zero-shot2026.04 | 1.7 | 0 | 0 | 0.423 | 10,600 | |
| PETR+EPromptCategory=General MV, # Prompts=4, Evaluation Protocol=Zero-shot2026.04 | 1.6 | 0 | 0 | 0.423 | 10,600 | |
| Zeng et al.+EPromptCategory=Cryo-ET, # Prompts=1, Evaluation Protocol=Zero-shot2026.04 | 0.8 | — | — | 26.9 | 4,710 | |
| Zeng et al.+EPromptCategory=Cryo-ET, # Prompts=2, Evaluation Protocol=Zero-shot2026.04 | 0.8 | — | — | 26.8 | 4,710 | |
| Zeng et al.+EPromptCategory=Cryo-ET, # Prompts=4, Evaluation Protocol=Zero-shot2026.04 | 0.8 | — | — | 26.9 | 4,710 |