SOTAVerified

Natural Language Queries

Papers

Showing 2650 of 337 papers

TitleStatusHype
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
BookSQL: A Large Scale Text-to-SQL Dataset for Accounting DomainCode1
Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question AnsweringCode1
S3LLM: Large-Scale Scientific Software Understanding with LLMs using Source, Metadata, and DocumentCode1
PAPERCLIP: Associating Astronomical Observations and Natural Language with Multi-Modal ModelsCode1
Rewriting the Code: A Simple Method for Large Language Model Augmented Code SearchCode1
RGNet: A Unified Clip Retrieval and Grounding Network for Long VideosCode1
R^3-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQLCode1
Talk2BEV: Language-enhanced Bird's-eye View Maps for Autonomous DrivingCode1
Enhancing Network Management Using Code Generated by Large Language ModelsCode1
EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the BackboneCode1
GroundNLQ @ Ego4D Natural Language Queries Challenge 2023Code1
Backdooring Neural Code SearchCode1
Joint Moment Retrieval and Highlight Detection Via Natural Language QueriesCode1
V3CTRON | Data Retrieval & Access System For Flexible Semantic Search & Retrieval Of Proprietary Document Collections Using Natural Language Queries.Code1
NaQ: Leveraging Narrations as Queries to Supervise Episodic MemoryCode1
InternVideo-Ego4D: A Pack of Champion Solutions to Ego4D ChallengesCode1
YORO -- Lightweight End to End Visual GroundingCode1
ReaRev: Adaptive Reasoning for Question Answering over Knowledge GraphsCode1
Weakly-Supervised Temporal Article GroundingCode1
SpCQL: A Semantic Parsing Dataset for Converting Natural Language into CypherCode1
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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