Instrument Presence Recognition on GraSP
94.4mAPLemonFM
Evaluation results
| Method | Links | |
|---|---|---|
| LemonFMType=F, Fine-tuning Protocol=Full, Labeled Training Data Percentage=100%2025.03 | 94.4 | |
| TAPISRegions=true, Time=true2024.01 | 94.33 | |
| TAPISRegions=true, Time=false2024.01 | 93.54 | |
| LemonFMType=F, Fine-tuning Protocol=Full, Labeled Training Data Percentage=50%2025.03 | 89.4 | |
| TAPISRegions=false, Time=true2024.01 | 84.76 | |
| Endo-FMType=F, Fine-tuning Protocol=Full2025.03 | 84.2 | |
| SurgeNetXLType=F, Fine-tuning Protocol=Full2025.03 | 83.8 | |
| RendezvousRegions=false, Time=false2024.01 | 80.41 | |
| RiTRegions=false, Time=true2024.01 | 78.2 | |
| VideoMAEv2Type=F, Fine-tuning Protocol=Full2025.03 | 78 | |
| EndoViTType=F, Fine-tuning Protocol=Full2025.03 | 77.4 | |
| TAPISRegions=false, Time=false2024.01 | 53.19 | |
| MAEType=F, Fine-tuning Protocol=Full2025.03 | 53 | |
| GSViTType=F, Fine-tuning Protocol=Full2025.03 | 37.7 |