Test
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Deraining | Test 1200 | PSNR33.48 | 15 | |
| Image Restoration (Rain and Fog Removal) | Test1 (test) | PSNR30.93 | 14 | |
| Image Blending | Test Cameraman + Lake 1.0 (test) | MRED0.0024 | 11 | |
| Image De-raining | Test-1 synthetic (test) | PSNR29.77 | 8 | |
| Topology Optimization | Test in-distribution 1 | Average Constraint Error (CE)0.87 | 7 | |
| Video Summarization | Test Newly Released Movies 2024 | Precision (%)15.87 | 7 | |
| Text-to-Image Generation | Test (test) | ImageReward1.17 | 5 | |
| Topology Optimization | Test 2 (out-of-distribution) | Average CE5.29 | 4 | |
| Knowledge Graph Construction | TEST2 | F1 Score78 | 4 | |
| Automatic Piano Cover generation | Test (test) | Average Qmax9 | 4 | |
| Geometric Reasoning | Test mini | Accuracy26.49 | 4 | |
| Link Prediction | Test 1 2018 (test) | F1 Score93.43 | 2 |
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