SOTAVerified

Natural Language Queries

Papers

Showing 5175 of 337 papers

TitleStatusHype
RefAV: Towards Planning-Centric Scenario MiningCode1
CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical ReasoningCode1
Joint Moment Retrieval and Highlight Detection Via Natural Language QueriesCode1
InternVideo-Ego4D: A Pack of Champion Solutions to Ego4D ChallengesCode1
R^3-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQLCode1
Learning Commonsense-aware Moment-Text Alignment for Fast Video Temporal GroundingCode1
Audio Retrieval with Natural Language Queries: A Benchmark StudyCode1
QVHighlights: Detecting Moments and Highlights in Videos via Natural Language QueriesCode1
ReaRev: Adaptive Reasoning for Question Answering over Knowledge GraphsCode1
Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question AnsweringCode1
ReLER@ZJU-Alibaba Submission to the Ego4D Natural Language Queries Challenge 2022Code1
MUSE: Mamba is Efficient Multi-scale Learner for Text-video RetrievalCode1
Pseudo-Q: Generating Pseudo Language Queries for Visual GroundingCode1
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long VideosCode1
PAPERCLIP: Associating Astronomical Observations and Natural Language with Multi-Modal ModelsCode1
CoSQA: 20,000+ Web Queries for Code Search and Question AnsweringCode1
Backdooring Neural Code SearchCode1
ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation ReasoningCode1
Dense Regression Network for Video GroundingCode1
Detecting Moments and Highlights in Videos via Natural Language QueriesCode1
EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the BackboneCode1
OSGNet @ Ego4D Episodic Memory Challenge 2025Code1
Retrieving Complex Tables with Multi-Granular Graph Representation LearningCode1
SpCQL: A Semantic Parsing Dataset for Converting Natural Language into CypherCode1
V3CTRON | Data Retrieval & Access System For Flexible Semantic Search & Retrieval Of Proprietary Document Collections Using Natural Language Queries.Code1
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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