SOTAVerified

Natural Language Queries

Papers

Showing 5160 of 337 papers

TitleStatusHype
ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language ModelsCode0
SQL-o1: A Self-Reward Heuristic Dynamic Search Method for Text-to-SQLCode2
Bridging the Gap: Enabling Natural Language Queries for NoSQL Databases through Text-to-NoSQL Translation0
Automated Visualization Code Synthesis via Multi-Path Reasoning and Feedback-Driven Optimization0
ReFoRCE: A Text-to-SQL Agent with Self-Refinement, Format Restriction, and Column Exploration0
Balancing Content Size in RAG-Text2SQL System0
Comprehensive Evaluation for a Large Scale Knowledge Graph Question Answering Service0
MCTS-SQL: An Effective Framework for Text-to-SQL with Monte Carlo Tree Search0
EICopilot: Search and Explore Enterprise Information over Large-scale Knowledge Graphs with LLM-driven Agents0
A Proposed Large Language Model-Based Smart Search for Archive System0
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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