Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 2128 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Hard Exudate (EX) Segmentation | e_opthaEX | 16 | Jun 16, 2026 | ||
| Hemorrhage (HE) Segmentation | IDRID | 16 | Jun 16, 2026 | ||
| Myopic Macular Schisis Classification | Private (MS) Full set Few-shot | 16 | Jun 16, 2026 | ||
| Macular Edema Classification | Private (ME) Few-shot (Full set) | 16 | Jun 16, 2026 | ||
| Multi-disease Classification | ODIR5K Full set Few-shot | 16 | Jun 16, 2026 | ||
| Central Serous Retinopathy Classification | Private CSR Few-shot (Full set) | 16 | Jun 16, 2026 | ||
| Retinal Vein Occlusion Classification | Private (RVO) Few-shot (Full set) | 16 | Jun 16, 2026 | ||
| Pathological Myopia Classification | PALM-2 Few-shot | 16 | Jun 16, 2026 | ||
| Glaucoma Classification | REFUGE Full set Few-shot | 16 | Jun 16, 2026 | ||
| Glaucoma Classification | ORIGA-650 Full set Few-shot | 16 | Jun 16, 2026 | ||
| Age-related Macular Degeneration Classification | IChallenge-AMD Full set Few-shot | 16 | Jun 16, 2026 | ||
| Proliferative Diabetic Retinopathy Classification | IDRID Full set Few-shot | 16 | Jun 16, 2026 | ||
| Diabetic Retinopathy Classification | Messidor-2 Full set Few-shot | 16 | Jun 16, 2026 | ||
| Oriented Object Detection | SAT-MTB Our Settings Custom | 16 | Jun 16, 2026 | ||
| Fuzzy Private Set Intersection | L1-FPSI Set Size m=n=2^16, Dimension d=2, WAN | 16 | Jun 16, 2026 | ||
| Fuzzy Private Set Intersection | Synthetic Set Size m=n=2^{16}, Dimension d=2 | 16 | Jun 16, 2026 | ||
| PDF Text Extraction Integrity Evaluation | Corpus A | 16 | Jun 16, 2026 | ||
| Agentic reasoning | PinchBench | 16 | Jun 16, 2026 | ||
| Video Perception | Perception | 16 | Jun 16, 2026 | ||
| Multimodal Reasoning | RealWorldQA (test) | 16 | Jun 15, 2026 | ||
| Multimodal Reasoning | AI2D (test) | 16 | Jun 15, 2026 | ||
| Optimization | WSN | 16 | Jun 15, 2026 | ||
| User Simulation | τ-USI retail airline tasks (out-of-distribution) | 16 | Jun 15, 2026 | ||
| Multi-Object Tracking | FEMOT | 16 | Jun 15, 2026 | ||
| Eigenvalue estimation | SL Oscillator | 16 | Jun 15, 2026 |