Abstract Reasoning on I-RAVEN (test)
97.8Accuracy (Overall)DIRCR
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| DIRCR2026.04 | 97.8 | — | — | — | — | — | — | — | |
| DRNet2026.04 | 97.6 | — | — | — | — | — | — | — | |
| STSN2026.04 | 97.1 | — | — | — | — | — | — | — | |
| TRIVR2026.04 | 95.9 | — | — | — | — | — | — | — | |
| PredRNet2026.04 | 95.4 | — | — | — | — | — | — | — | |
| SCL2026.04 | 93.5 | — | — | — | — | — | — | — | |
| Rel-Base2026.04 | 90.1 | — | — | — | — | — | — | — | |
| MRNet2026.04 | 88.4 | — | — | — | — | — | — | — | |
| PrAE Learnertraining_data=2x2Grid only2021.03 | 77.02 | 90.45 | 85.35 | 45.6 | 96.25 | 97.35 | 63.45 | 60.7 | |
| SRAN2026.04 | 72.9 | — | — | — | — | — | — | — | |
| DCNet2026.04 | 56.1 | — | — | — | — | — | — | — | |
| LEN2026.04 | 41.4 | — | — | — | — | — | — | — | |
| SRANtraining_data=2x2Grid only2021.03 | 29.06 | 37.55 | 38.3 | 29.3 | 29.55 | 28.65 | 21.15 | 18.95 | |
| CoPINettraining_data=2x2Grid only2021.03 | 22.84 | 24.5 | 31.1 | 25.35 | 20.6 | 19.85 | 19 | 19.45 | |
| WRENtraining_data=2x2Grid only2021.03 | 14.87 | 14.25 | 20.5 | 15.7 | 13.75 | 13.5 | 14.15 | 12.25 | |
| LENtraining_data=2x2Grid only2021.03 | 13.6 | 14.85 | 18.2 | 13.35 | 12.55 | 12.75 | 11.15 | 12.35 | |
| ResNet+DRTtraining_data=2x2Grid only2021.03 | 13.26 | 13.2 | 14.3 | 13.25 | 12.15 | 13.1 | 13.7 | 13.15 | |
| ResNettraining_data=2x2Grid only2021.03 | 13.19 | 14.5 | 14.3 | 12.95 | 12.35 | 13.55 | 13.4 | 11.3 | |
| MXGNettraining_data=2x2Grid only2021.03 | 13.07 | 13.65 | 13.95 | 12.5 | 12.5 | 12.05 | 12.95 | 13.9 | |
| CNNtraining_data=2x2Grid only2021.03 | 12.69 | 11.3 | 14.6 | 11.95 | 13 | 13.3 | 11.8 | 12.85 | |
| LSTMtraining_data=2x2Grid only2021.03 | 12.52 | 12.55 | 13.5 | 11.35 | 14.3 | 11.35 | 11.55 | 13.05 |