| Clinical Concept Extraction Automatic extraction of clinical named entities such as clin… | Medical & Scientific | 24 | 5 |
| Unified Image Restoration Using a single model to restore inputs with different degrad… | Generative Models | 17 | 5 |
| Twitter Bot Detection Academic studies estimate that up to 15% of Twitter users ar… | Computer Vision | 16 | 5 |
| Multi-step retrosynthesis These leaderboards are used to track progress in Multi-step … | Medical & Scientific | 15 | 5 |
| Skills Evaluation | Foundations & Efficiency | 10 | 5 |
| Defocus Estimation | Computer Vision | 8 | 5 |
| Multi-object discovery | Computer Vision | 8 | 5 |
| Acne Severity Grading | Medical & Scientific | 7 | 5 |
| Dialogue Rewriting | Language & Reasoning | 7 | 5 |
| Generalized Referring Expression Comprehension Generalized Referring Expression Comprehension (GREC) allows… | Multimodal & Vision-Language | 7 | 5 |
| Ancient Text Restoration Image credit: [Restoring and attributing ancient texts using… | Language & Reasoning | 6 | 5 |
| Zero-shot Sentiment Classification | Language & Reasoning | 6 | 5 |
| Binary Condescension Detection | Computer Vision | 5 | 5 |
| Explanatory Visual Question Answering Explanatory Visual Question Answering (EVQA) requires answer… | Multimodal & Vision-Language | 5 | 5 |
| Multi-label Condescension Detection | Computer Vision | 5 | 5 |
| Foggy Scene Segmentation | Computer Vision | 3 | 5 |
| Participant Intervention Comparison Outcome Extraction PICO recognition is an information extraction task for ident… | Computer Vision | 3 | 5 |
| Reconstruction | Foundations & Efficiency | 2 | 5 |
| Commonsense Reasoning for RL Commonsense reasoning for Reinforcement Learning agents | Reinforcement Learning & Robotics | 1 | 5 |
| Few-Shot Transfer Learning for Saliency Prediction Saliency prediction aims to predict important locations in a… | Foundations & Efficiency | 1 | 5 |
| Video Based Workflow Recognition | Computer Vision | 1 | 5 |
| SSIM | Foundations & Efficiency | 1,336 | 4 |
| Imputation Substituting missing data with values according to some crit… | Foundations & Efficiency | 1,237 | 4 |
| Instruction Following Instruction following is the basic task of the model. This t… | Language & Reasoning | 1,135 | 4 |
| Synthetic Data Generation The generation of tabular data by any means possible. | Generative Models | 822 | 4 |
| Offline RL | Reinforcement Learning & Robotics | 755 | 4 |
| Voice Conversion I remember all the summer days Drinking wine in the sunshine… | Audio & Speech | 520 | 4 |
| 3D Generation | Generative Models | 430 | 4 |
| Activity Detection Detecting activities in extended videos. | Computer Vision | 380 | 4 |
| Document Ranking Sort documents according to some criterion so that the "best… | Recommendation & Retrieval | 168 | 4 |
| Disparity Estimation The Disparity Estimation is the task of finding the pixels i… | Computer Vision | 162 | 4 |
| Inductive logic programming | Foundations & Efficiency | 153 | 4 |
| Medical Report Generation Medical report generation (MRG) is a task which focus on tra… | Medical & Scientific | 110 | 4 |
| Document-level Relation Extraction Document-level RE aim to identify the relations of various e… | Language & Reasoning | 106 | 4 |
| Video Restoration | Generative Models | 99 | 4 |
| Patch Matching | Computer Vision | 97 | 4 |
| Remote Sensing Image Classification | Computer Vision | 93 | 4 |
| Legal Reasoning | Language & Reasoning | 92 | 4 |
| Temporal Information Extraction Temporal information extraction is the identification of chu… | Time Series & Forecasting | 86 | 4 |
| Object Categorization Object categorization identifies which label, from a given s… | Computer Vision | 80 | 4 |
| Text to Video Retrieval She's gone I can't find her anywhere I'm looking everywhere … | Multimodal & Vision-Language | 75 | 4 |
| Passage Ranking | Recommendation & Retrieval | 73 | 4 |
| Dense Captioning | Multimodal & Vision-Language | 69 | 4 |
| Conditional Text Generation The task of generating text according to some pre-specified … | Language & Reasoning | 67 | 4 |
| Lexical Normalization Lexical normalization is the task of translating/transformin… | Language & Reasoning | 47 | 4 |
| Continual Semantic Segmentation Continual learning in semantic segmentation. | Computer Vision | 34 | 4 |
| Scanpath prediction Learning to Predict Sequences of Human Fixations. | Foundations & Efficiency | 34 | 4 |
| Aspect Category Detection Aspect category detection (ACD) in sentiment analysis aims t… | Computer Vision | 31 | 4 |
| Contact Detection Static-friction contact detection in legged locomotion | Computer Vision | 27 | 4 |
| Affordance Detection Affordance detection refers to identifying the potential act… | Computer Vision | 23 | 4 |
