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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 |
|---|---|---|---|---|
| Radiation field reconstruction | 3 | 1 | Feb 21, 2026 | |
| Spatiotemporal traffic flow imputation | 3 | 1 | Feb 27, 2026 | |
| Sentence segmentation | 3 | 1 | Feb 18, 2026 | |
| Reverse Classification Accuracy Correlation | 3 | 1 | Mar 31, 2026 | |
| Web-based task completion | 3 | 1 | Feb 18, 2026 | |
| Job Orchestration | 3 | 1 | Feb 21, 2026 | |
| Agentic Question Answering | 3 | 3 | Jun 23, 2026 | |
| LiDAR ground segmentation | 3 | 1 | Mar 31, 2026 | |
| Tumor Segmentation and Detection |
| 3 |
| 1 |
| Feb 18, 2026 |
| Matrix Multiplication Latency | 3 | 2 | Apr 7, 2026 |
|---|
| Emotion Recognition in Conversations | 3 | 3 | Feb 22, 2026 |
|---|
| Single Machine Total Weighted Tardiness Problem | 3 | 1 | Mar 31, 2026 |
|---|
| Minimum Vertex Cover Problem | 3 | 1 | Mar 31, 2026 |
|---|
| Graduate-level Science QA | 3 | 5 | Jun 30, 2026 |
|---|
| Answer set cardinality prediction | 3 | 1 | Feb 18, 2026 |
|---|
| LiDAR-based Panoptic Segmentation | 3 | 9 | Feb 18, 2026 |
|---|
| iEEG neural decoding | 3 | 1 | Feb 21, 2026 |
|---|
| Parking availability prediction | 3 | 1 | Mar 31, 2026 |
|---|
| Embodied agent | 3 | 4 | May 26, 2026 |
|---|
| Four-way classification (NC, SMC, MCI, AD) | 3 | 1 | Feb 21, 2026 |
|---|
| OCR Evaluation | 3 | 41 | Jun 2, 2026 |
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| Dynamic Flexible Job Shop Scheduling | 3 | 1 | Mar 31, 2026 |
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| Unsafe image generation | 3 | 1 | Mar 31, 2026 |
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| Letter Recognition | 3 | 2 | Jun 25, 2026 |
|---|
| Cooling load forecasting | 3 | 1 | Feb 21, 2026 |
|---|