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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| SLAM | 119 | 43 | Jul 3, 2026 | |
| Entity Alignment | 118 | 37 | Jun 23, 2026 | |
| Semantic Parsing | 118 | 51 | Jul 3, 2026 | |
| Multimodal Classification | 117 | 45 | Jul 9, 2026 | |
| Image Deraining | 117 | 82 | Jun 30, 2026 | |
| Jailbreak Defense | 117 | 55 | Jul 7, 2026 | |
| Traveling Salesperson Problem | 117 | 45 | Jul 1, 2026 | |
| Retrieval-Augmented Generation | 116 | 55 | Jul 9, 2026 | |
| Concept Erasure | 116 | 35 | Jul 7, 2026 | |
| Open Vocabulary Semantic Segmentation |
| 116 |
| 47 |
| Jul 7, 2026 |
| Document Retrieval | 115 | 66 | Jul 8, 2026 |
|---|
| Object Classification | 115 | 148 | Jul 8, 2026 |
|---|
| Calibration | 115 | 53 | Jul 3, 2026 |
|---|
| Function Calling | 115 | 88 | Jul 9, 2026 |
|---|
| Safe Reinforcement Learning | 115 | 22 | Jul 7, 2026 |
|---|
| Probabilistic time series forecasting | 114 | 20 | May 25, 2026 |
|---|
| Abstractive Summarization | 113 | 98 | Jun 16, 2026 |
|---|
| Information Extraction | 113 | 55 | Jul 7, 2026 |
|---|
| Vision-Language Navigation | 113 | 135 | Jul 8, 2026 |
|---|
| Inpainting | 113 | 75 | Jul 3, 2026 |
|---|
| Relative Pose Estimation | 112 | 50 | Jul 7, 2026 |
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| Graph generation | 112 | 37 | Jul 8, 2026 |
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| Video Reconstruction | 112 | 66 | Jul 1, 2026 |
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| Place Recognition | 112 | 27 | Jul 9, 2026 |
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| Interactive Segmentation | 111 | 41 | Jul 8, 2026 |
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