Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MDETR | 81.7 | No | MDETR -- Modulated Detection for End-to-End Mult... | 2021-04-26 | Code |
| 2 | MAC | 81.5 | No | Compositional Attention Networks for Machine Rea... | 2018-03-08 | Code |
| 3 | CNN+GRU+FiLM | 75.9 | No | FiLM: Visual Reasoning with a General Conditioni... | 2017-09-22 | Code |
| 4 | NS-VQA (1K programs) | 67.8 | No | Neural-Symbolic VQA: Disentangling Reasoning fro... | 2018-10-04 | Code |
| 5 | IEP-18K | 66.6 | No | Inferring and Executing Programs for Visual Reas... | 2017-05-10 | Code |