Visual Question Answering on Ultra-MedVQA Task 4
69.79AccuracyF3OCUS
Evaluation Results
| Method | Links | |
|---|---|---|
| F3OCUSBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 69.79 | |
| LNTKBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 65.4 | |
| FishMaskBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 63.08 | |
| SPTBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 63.03 | |
| GraSPBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 62.68 | |
| GradFlowBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 62.58 | |
| RGNBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 62.16 | |
| SynflowBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 62.08 | |
| FedselectBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 61.87 | |
| F3OCUSBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 60.29 | |
| MagnitudeBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 58.46 | |
| FDBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 58.12 | |
| SNIPBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 58.04 | |
| LastBackbone=BLIP, Heterogeneous Resource Allocation=true2024.11 | 56.46 | |
| LNTKBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 55.81 | |
| SynflowBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 55.09 | |
| FishMaskBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 54.35 | |
| GradFlowBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 54.18 | |
| SPTBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 54.18 | |
| RGNBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 53.8 | |
| LastBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 53.77 | |
| FedselectBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 53.55 | |
| GraSPBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 53.44 | |
| MagnitudeBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 52.17 | |
| SNIPBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 51.91 | |
| FDBackbone=VILT, Heterogeneous Resource Allocation=true2024.11 | 50.25 |