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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 |
|---|---|---|---|---|
| Model Allocation | 30 | 1 | Feb 23, 2026 | |
| Speech Deepfake Detection | 30 | 14 | Jun 25, 2026 | |
| LiDAR Odometry | 30 | 6 | May 12, 2026 | |
| Hypergraph Node Classification | 30 | 5 | May 19, 2026 | |
| Manifold Learning | 30 | 3 | Jul 8, 2026 | |
| Object Pose Estimation | 30 | 26 | Jun 16, 2026 | |
| Instruction Tuning | 30 | 18 | Jun 4, 2026 | |
| Policy Evaluation | 30 | 9 | Jul 1, 2026 | |
| Insight Generation | 30 | 2 | Apr 23, 2026 | |
| Temporal OOD Detection |
| 30 |
| 1 |
| Mar 20, 2026 |
| Multi-turn dialogue | 30 | 31 | Jul 7, 2026 |
|---|
| Text-to-Image Alignment | 30 | 29 | Jul 9, 2026 |
|---|
| Respiratory sound classification | 30 | 12 | Jun 11, 2026 |
|---|
| Concept Unlearning | 30 | 15 | Jul 1, 2026 |
|---|
| LLM-as-a-Judge | 30 | 16 | Jun 23, 2026 |
|---|
| Random Inpainting | 30 | 17 | Jun 30, 2026 |
|---|
| Job-Shop Scheduling Problem | 30 | 7 | May 19, 2026 |
|---|
| Traffic Flow Forecasting | 30 | 27 | May 26, 2026 |
|---|
| Fuzzy Private Set Intersection | 30 | 2 | Jun 16, 2026 |
|---|
| Semantic Image Synthesis | 30 | 28 | May 18, 2026 |
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| Detection of LLM generated text | 30 | 2 | May 12, 2026 |
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| Video Object Removal | 30 | 13 | Jun 24, 2026 |
|---|
| Personalization | 30 | 14 | Jul 3, 2026 |
|---|
| Pathological image classification | 30 | 3 | Apr 20, 2026 |
|---|
| Multi-label recognition | 30 | 17 | Jun 23, 2026 |
|---|