Visual Question Answering on Ultra-MedVQA Task 6
89.69AccuracyF3OCUS
Evaluation Results
| Method | Links | |
|---|---|---|
| F3OCUSBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 89.69 | |
| F3OCUSBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 86.4 | |
| LNTKBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 86.2 | |
| FedselectBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 84.1 | |
| SPTBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 83.97 | |
| LNTKBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 83.66 | |
| SynflowBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 83.65 | |
| FishMaskBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 83.09 | |
| FDBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 82.7 | |
| GraSPBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 82.54 | |
| SNIPBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 82.38 | |
| MagnitudeBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 82.27 | |
| GradFlowBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 82.24 | |
| GraSPBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 82.03 | |
| FishMaskBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 81.9 | |
| LastBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 81.7 | |
| SPTBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 81.53 | |
| SynflowBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 81.3 | |
| GradFlowBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 81.22 | |
| RGNBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 81.14 | |
| LastBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 80.75 | |
| FedselectBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 80.29 | |
| SNIPBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 79.25 | |
| RGNBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 77.95 | |
| FDBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 77.65 | |
| MagnitudeBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 77.51 |