Visual Question Answering on CLEVR-CoGenT (Condition A)
99.8AccuracyNS-VQA
Evaluation Results
| Method | Links | |
|---|---|---|
| NS-VQAtraining condition=A, external program annotations=true2021.04 | 99.8 | |
| MDETRtraining condition=A2021.04 | 99.8 | |
| NS-VQA*Training Condition=CoGenTr-A2024.11 | 99.8 | |
| MDETRTraining Condition=CoGenTr-A2024.11 | 99.8 | |
| IPRMTraining Condition=CoGenTr-A2024.11 | 99.1 | |
| MACTraining Condition=CoGenTr-A2024.11 | 99 | |
| TbD + regEvaluation Protocol=Train A2018.03 | 98.8 | |
| Tbd-Net*Training Condition=CoGenTr-A2024.11 | 98.8 | |
| FiLMtraining condition=A2021.04 | 98.3 | |
| FiLMTraining Condition=CoGenTr-A2024.11 | 98.3 | |
| IPRMTraining Condition=CoGenFT-B2024.11 | 98 | |
| MACTraining Condition=CoGenFT-B2024.11 | 97.2 | |
| TbD + regEvaluation Protocol=Fine-tune B2018.03 | 96.9 | |
| Tbd-Net*Training Condition=CoGenFT-B2024.11 | 96.9 | |
| PG + EEEvaluation Protocol=Train A2018.03 | 96.6 | |
| PG + EE*Training Condition=CoGenTr-A2024.11 | 96.6 | |
| FiLMTraining Condition=CoGenFT-B2024.11 | 81.1 | |
| StackAtt-MLPTraining Condition=CoGenTr-A2024.11 | 80.3 | |
| PG + EEEvaluation Protocol=Fine-tune B2018.03 | 76.1 | |
| PG + EE*Training Condition=CoGenFT-B2024.11 | 76.1 | |
| StackAtt-MLPTraining Condition=CoGenFT-B2024.11 | 75.7 |