| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Robot Manipulation | FurnitureBench Round Table (Noise-Free) (test) | SR196.6 | 11 | |
| Robot Manipulation | FurnitureBench Lamp (Noise-Free) (test) | SR1 Success Rate67.8 | 11 | |
| Robot Manipulation | FurnitureBench One Leg Noise-Free (test) | Success Rate83.7 | 11 | |
| Lamp | FurnitureBench Noisy | SR1 (Success Rate)61.7 | 11 | |
| One Leg | FurnitureBench Noisy | Success Rate (SR)68.4 | 11 | |
| Furniture Assembly | FurnitureBench cabinet (Med) | Success Rate36 | 8 | |
| Furniture Assembly | FurnitureBench cabinet (Low) | Success Rate55 | 8 | |
| Furniture Assembly | FurnitureBench round_table High | Success Rate27 | 8 | |
| Furniture Assembly | FurnitureBench round_table Med | Success Rate43 | 8 | |
| Furniture Assembly | FurnitureBench round_table (Low) | Success Rate61 | 8 | |
| Furniture Assembly | FurnitureBench lamp (High) | Success Rate34 | 8 | |
| Furniture Assembly | FurnitureBench lamp Med | Success Rate49 | 8 | |
| Furniture Assembly | FurnitureBench lamp (Low) | Success Rate68 | 8 | |
| Furniture Assembly | FurnitureBench one_leg (High) | Success Rate39 | 8 | |
| Furniture Assembly | FurnitureBench one_leg Med | Success Rate71 | 8 | |
| Furniture Assembly | FurnitureBench one_leg Low | Success Rate92 | 8 | |
| Furniture Assembly | FurnitureBench (test) | LACK Success Rate98 | 3 | |
| round_table assembly | FurnitureBench real-world Med Randomization (evaluation) | Success Rate30 | 3 | |
| round_table assembly | FurnitureBench real-world Low Randomization (evaluation) | Success Rate4 | 3 | |
| lamp assembly | FurnitureBench real-world Med Randomization (evaluation) | Success Rate40 | 3 | |
| lamp assembly | FurnitureBench real-world Low Randomization (evaluation) | Success Rate5 | 3 | |
| one_leg assembly | FurnitureBench real-world Med Randomization (evaluation) | Success Rate60 | 3 | |
| one_leg assembly | FurnitureBench real-world Low Randomization (evaluation) | Success Rate80 | 3 | |
| One-Leg assembly | FurnitureBench | Step 1 Success Rate100 | 3 | |
| Robotic Manipulation | FurnitureBench Real-world | Success Rate (Table)92 | 2 |