Visual Question Answering on VQA (test) using BS and METEOR
77.8BS ScoreTAP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TAPModel=ViLT2025.09 | 77.8 | 60.53 | |
| TAPModel=FLAVA2025.09 | 69.62 | 48.74 | |
| LocalModel=ViLT2025.09 | 58.33 | 29.81 | |
| FedAvg + Post-trainModel=ViLT2025.09 | 56.71 | 42.3 | |
| FedDAT + Post-trainModel=ViLT2025.09 | 54.96 | 42.28 | |
| Per-FedAvg + Post-trainModel=ViLT2025.09 | 54.03 | 41.45 | |
| FedDAT + Post-trainModel=FLAVA2025.09 | 53.84 | 40.07 | |
| FedAvgModel=ViLT2025.09 | 52.61 | 42.85 | |
| FedDATModel=ViLT2025.09 | 52.14 | 42.98 | |
| Per-FedAvgModel=ViLT2025.09 | 50.41 | 41.73 | |
| FedDATModel=FLAVA2025.09 | 50.16 | 28.43 | |
| Per-FedAvg + Post-trainModel=FLAVA2025.09 | 48.11 | 23.85 | |
| LocalModel=FLAVA2025.09 | 47.72 | 10.44 | |
| FedAvg + Post-trainModel=FLAVA2025.09 | 45.77 | 23.73 | |
| Per-FedAvgModel=FLAVA2025.09 | 44.09 | 17.35 | |
| DisentAFL + Post-trainModel=ViLT2025.09 | 43.71 | 22.74 | |
| DisentAFLModel=ViLT2025.09 | 41.94 | 21.3 | |
| FedAvgModel=FLAVA2025.09 | 38.7 | 12.76 | |
| DisentAFL + Post-trainModel=FLAVA2025.09 | 34.88 | 7.71 | |
| DisentAFLModel=FLAVA2025.09 | 30.77 | 5.46 |