Visual Question Answering on Ultra-MedVQA Task 3
79.65AccuracyF3OCUS
Evaluation Results
| Method | Links | |
|---|---|---|
| F3OCUSBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 79.65 | |
| F3OCUSBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 78.95 | |
| LNTKBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 76.99 | |
| LNTKBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 75.44 | |
| SPTBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 75.18 | |
| GraSPBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 74.83 | |
| GradFlowBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 74.82 | |
| SynflowBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 74.81 | |
| SPTBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 74.8 | |
| FishMaskBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 74.6 | |
| SNIPBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 74.37 | |
| GradFlowBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 73.9 | |
| GraSPBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 73.8 | |
| SynflowBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 73.79 | |
| FishMaskBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 73.61 | |
| FedselectBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 73.45 | |
| FDBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 72.84 | |
| RGNBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 72.76 | |
| LastBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 72.63 | |
| FedselectBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 72.6 | |
| SNIPBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 72.14 | |
| RGNBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 71.59 | |
| MagnitudeBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 71.02 | |
| MagnitudeBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 70.88 | |
| FDBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 70.13 | |
| LastBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 68.56 |