SOTAVerified

Natural Language Queries

Papers

Showing 3140 of 337 papers

TitleStatusHype
Bridging the Semantic Gaps: Improving Medical VQA Consistency with LLM-Augmented Question Sets0
FindAnything: Open-Vocabulary and Object-Centric Mapping for Robot Exploration in Any Environment0
Automated Construction of a Knowledge Graph of Nuclear Fusion Energy for Effective Elicitation and Retrieval of Information0
Zero-Shot Cross-Domain Code Search without Fine-TuningCode1
GeoRAG: A Question-Answering Approach from a Geographical Perspective0
FortisAVQA and MAVEN: a Benchmark Dataset and Debiasing Framework for Robust Multimodal ReasoningCode2
EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing0
Retrieving Time-Series Differences Using Natural Language Queries0
GateLens: A Reasoning-Enhanced LLM Agent for Automotive Software Release Analytics0
Enhancing Retrieval Systems with Inference-Time Logical Reasoning0
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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