Visual Question Answering on CLEVR Style-transferred Target
95.9AccuracyNSCL
Evaluation results
| Method | Links | |
|---|---|---|
| NSCLMethod Type=NS, Adaptation=full2021.03 | 95.9 | |
| TbDMethod Type=NS/CL, Adaptation=full2021.03 | 95.3 | |
| RelNetMethod Type=CL, Adaptation=full2021.03 | 91.4 | |
| LXMERTMethod Type=TR, Adaptation=full2021.03 | 91.3 | |
| MACMethod Type=NS/CL, Adaptation=full2021.03 | 88.6 | |
| MACMethod Type=NS/CL, Adaptation=10% scratch2021.03 | 84.6 | |
| TbDMethod Type=NS/CL, Adaptation=10% finetune2021.03 | 84.2 | |
| MACMethod Type=NS/CL, Adaptation=10% finetune2021.03 | 82.1 | |
| RelNetMethod Type=CL, Adaptation=10% finetune2021.03 | 77.1 | |
| NSCLMethod Type=NS, Adaptation=10% finetune2021.03 | 75.8 | |
| TbDMethod Type=NS/CL, Adaptation=10% scratch2021.03 | 72.5 | |
| NSCLMethod Type=NS, Adaptation=2-stage DANN2021.03 | 68.6 | |
| LXMERTMethod Type=TR, Adaptation=10% finetune2021.03 | 65.9 | |
| MACMethod Type=NS/CL, Adaptation=2-stage DANN2021.03 | 65.2 | |
| MACMethod Type=NS/CL, Adaptation=direct2021.03 | 62.6 | |
| RelNetMethod Type=CL, Adaptation=10% scratch2021.03 | 61.5 | |
| LXMERTMethod Type=TR, Adaptation=10% scratch2021.03 | 60.9 | |
| NSCLMethod Type=NS, Adaptation=10% scratch2021.03 | 60 | |
| NSCLMethod Type=NS, Adaptation=direct2021.03 | 59.7 | |
| LXMERTMethod Type=TR, Adaptation=direct2021.03 | 58 | |
| RelNetMethod Type=CL, Adaptation=2-stage DANN2021.03 | 47.2 | |
| RelNetMethod Type=CL, Adaptation=direct2021.03 | 44.8 | |
| TbDMethod Type=NS/CL, Adaptation=2-stage DANN2021.03 | 41.3 | |
| TbDMethod Type=NS/CL, Adaptation=direct2021.03 | 36.3 |