Visual Question Answering on Ultra-MedVQA Task 2
84.25AccuracyF3OCUS
Evaluation Results
| Method | Links | |
|---|---|---|
| F3OCUSBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 84.25 | |
| F3OCUSBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 80.46 | |
| LNTKBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 79.15 | |
| SynflowBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 77.95 | |
| FishMaskBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 77.71 | |
| GradFlowBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 77.09 | |
| SPTBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 77.03 | |
| GraSPBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 76.9 | |
| FedselectBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 76.66 | |
| LastBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 76.65 | |
| LNTKBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 76.47 | |
| FDBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 75.75 | |
| SNIPBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 75.59 | |
| RGNBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 75.34 | |
| GradFlowBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 74.06 | |
| SynflowBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 74.05 | |
| SNIPBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 73.88 | |
| SPTBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 73.66 | |
| FishMaskBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 73.56 | |
| MagnitudeBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 73.26 | |
| GraSPBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 73 | |
| FedselectBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 72.8 | |
| RGNBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 72.35 | |
| FDBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 70.03 | |
| MagnitudeBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 69.18 | |
| LastBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 68.35 |