Visual Reasoning 벤치마크
Visual Reasoning on PHYRE-1B-Within
AUCCESS
- 2019-08-15 — DQN: AUCCESS 77.6
- 2020-06-18 — Dec[Joint]1f : AUCCESS 80.0
- 2020-08-05 — RPIN: AUCCESS 85.2
| Rank | Model | AUCCESS | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | RPIN | 85.2 | Learning Long-term Visual Dynamics with Region Proposal Interaction Networks | HaozhiQi/RPIN | 2020 |
| 1 | Dynamics-Aware DQN | 85.2 | Physical Reasoning Using Dynamics-Aware Models | facebookresearch/DynamicsAware | 2021 |
| 3 | Dec[Joint]1f | 80.0 | Forward Prediction for Physical Reasoning | facebookresearch/phyre-fwd | 2020 |
| 4 | DQN | 77.6 | PHYRE: A New Benchmark for Physical Reasoning | facebookresearch/phyre · ndrwmlnk/awesome-benchmarks-for-physical-reasoning-ai | 2019 |