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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 |
|---|---|---|---|---|
| Referring Object Detection | 14 | 1 | Mar 26, 2026 | |
| Lip synchronization | 14 | 10 | Jun 30, 2026 | |
| Interactive Agent Task | 14 | 6 | Jul 7, 2026 | |
| Photovoltaic power forecasting | 14 | 2 | Apr 16, 2026 | |
| HSI Reconstruction | 14 | 6 | Jul 1, 2026 | |
| Human mobility prediction | 14 | 4 | Apr 21, 2026 | |
| Training Efficiency | 14 | 10 | Jul 1, 2026 | |
| Multimodal Reward Modeling | 14 | 10 | May 12, 2026 | |
| Object Placement |
| 14 |
| 8 |
| Jun 19, 2026 |
| Last-letter concatenation | 14 | 2 | Feb 27, 2026 |
|---|
| Continual Instruction Tuning | 14 | 9 | Jul 3, 2026 |
|---|
| Authorship Attribution | 14 | 6 | Jun 8, 2026 |
|---|
| Domain Reasoning | 14 | 3 | Jul 7, 2026 |
|---|
| Quadrupedal Locomotion | 14 | 5 | Jun 29, 2026 |
|---|
| Class-agnostic 3D instance segmentation | 14 | 11 | Jun 15, 2026 |
|---|
| Image Deepfake Detection | 14 | 9 | May 15, 2026 |
|---|
| Pre-training Data Detection | 14 | 4 | May 22, 2026 |
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| Detoxification | 14 | 12 | May 19, 2026 |
|---|
| Linguistic Acceptability | 14 | 20 | Jul 1, 2026 |
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| Bin Packing | 14 | 5 | Jun 11, 2026 |
|---|
| Discrete Density Estimation | 14 | 1 | Feb 18, 2026 |
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| Table Fact Verification | 14 | 23 | Jun 8, 2026 |
|---|
| Absent Keyphrase Generation | 14 | 3 | Feb 27, 2026 |
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| Long-context Memory Evaluation | 14 | 18 | Jul 2, 2026 |
|---|
| Sequence Modeling | 14 | 9 | Jun 23, 2026 |
|---|