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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 |
|---|---|---|---|---|
| Mathematical Reasoning | 3,780 | 2,524 | Jul 9, 2026 | |
| Reasoning | 677 | 627 | Jul 9, 2026 | |
| Instruction Following | 462 | 591 | Jul 9, 2026 | |
| Hallucination Detection | 420 | 178 | Jul 9, 2026 | |
| Math Reasoning | 316 | 238 | Jul 9, 2026 | |
| Reward Modeling | 228 | 114 | Jul 7, 2026 | |
| Generative Modeling | 227 | 111 | Jul 8, 2026 | |
| General Reasoning | 163 | 199 | Jul 9, 2026 | |
| Knowledge Editing |
| 139 |
| 53 |
| Jun 23, 2026 |
| Long-context Understanding | 131 | 153 | Jul 8, 2026 |
|---|
| Hallucination Evaluation | 129 | 196 | Jul 8, 2026 |
|---|
| Multi-task Language Understanding | 123 | 294 | Jul 9, 2026 |
|---|
| LLM-generated text detection | 120 | 15 | Jul 9, 2026 |
|---|
| Function Calling | 115 | 88 | Jul 9, 2026 |
|---|
| Jailbreaking | 107 | 65 | Jul 7, 2026 |
|---|
| Long-context Question Answering | 104 | 77 | Jul 8, 2026 |
|---|
| Math | 103 | 94 | Jul 9, 2026 |
|---|
| Dialogue Generation | 85 | 64 | Jun 18, 2026 |
|---|
| Speculative Decoding | 80 | 39 | Jul 7, 2026 |
|---|
| Long-context Language Understanding | 79 | 117 | Jul 7, 2026 |
|---|
| Long-context retrieval | 79 | 54 | Jul 8, 2026 |
|---|
| Multitask Language Understanding | 77 | 172 | Jul 7, 2026 |
|---|
| Arithmetic Reasoning | 76 | 106 | Jul 3, 2026 |
|---|
| Tool Calling | 75 | 37 | Jul 2, 2026 |
|---|
| Long-context Reasoning | 70 | 65 | Jul 3, 2026 |
|---|