SOTAVerified

Natural Language Queries

Papers

Showing 2130 of 337 papers

TitleStatusHype
OSGNet @ Ego4D Episodic Memory Challenge 2025Code1
RefAV: Towards Planning-Centric Scenario MiningCode1
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long VideosCode1
Zero-Shot Cross-Domain Code Search without Fine-TuningCode1
TransitGPT: A Generative AI-based framework for interacting with GTFS data using Large Language ModelsCode1
CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical ReasoningCode1
Saliency-Guided DETR for Moment Retrieval and Highlight DetectionCode1
RoundTable: Leveraging Dynamic Schema and Contextual Autocomplete for Enhanced Query Precision in Tabular Question AnsweringCode1
MUSE: Mamba is Efficient Multi-scale Learner for Text-video RetrievalCode1
H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on TablesCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1EgoVideoR@1 Mean(0.3 and 0.5)23.68Unverified
2DeCafNet-100%R@1 Mean(0.3 and 0.5)18.86Unverified
3DeCafNet-50%R@1 Mean(0.3 and 0.5)17.93Unverified
4RGNetR@1 Mean(0.3 and 0.5)16.55Unverified
5DeCafNet-50% (no NaQ)R@1 Mean(0.3 and 0.5)15.32Unverified
6InternVideoR@1 Mean(0.3 and 0.5)13.26Unverified
7EgoVLPv2R@1 IoU=0.312.95Unverified
8UniMD+Sync.R@1 Mean(0.3 and 0.5)12.11Unverified
9ReLER@ZJU-AlibabaR@1 Mean(0.3 and 0.5)10.52Unverified
10EgoVLPR@1 Mean(0.3 and 0.5)8.35Unverified