Evaluation - Tag - DataSci Ocean

Evaluation

2026

Can You Trust a PDF Parsing Leaderboard? Inside ParseBench 10-15

Cheap LLM Judge First, GPT-6 Only When Unsure: Does JEV Save Money? 10-06

Do Self-Improving Agents Just Memorize the Test? Inside Google's RRSI 10-04

LLM-as-a-Verifier: A Better Alternative to LLM-as-a-Judge 08-26

RAGU: The Paper That Accidentally Measured GraphRAG's Ceiling 08-22

Adaptive Chunking: A Smarter, Per-Document Way to Split Text for RAG 07-22

2024

ChatEval: Towards Better LLM-Based Evaluators Through Multi-Agent Debate 06-23