RAVEN
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Abstract Visual Reasoning | Raven | Accuracy98.7 | 25 | |
| Abstract Visual Reasoning | RAVEN v1 (test) | Average Accuracy93.6 | 22 | |
| Relational Reasoning | RAVEN (test) | Average Accuracy92.5 | 5 | |
| Macro-Average (Simulation Tasks) | Raven Bench | Success Rate (SR)88.57 | 4 | |
| Assembling of Kits (d) | Raven Bench | Success Rate95.21 | 4 | |
| Finding Horizontal Symmetry Letters (c) | Raven Bench | Success Rate80.01 | 4 | |
| Placement of Blocks in Bowls (b) | Raven Bench | Success Rate (SR)92.01 | 4 | |
| Stacking of Blocks in Zone (a) | Raven Bench | Success Rate (SR)87.82 | 4 |
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