ResearchTasksEntity countingEntity countingFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedNL Counting (held-out)Oracle100Accuracy14May 6, 2026Entity counting Qwen3-8B prompts N=200x3 seeds (test)LoRA Q/V rank-16 (entity-counting only)97Greedy Generation Accuracy7May 6, 2026Entity counting 200 prompts Qwen3-8B (test)Hard DPS98.7Accuracy5May 6, 2026NL Counting (train)9-row lm_head (train)99.2Accuracy2May 6, 2026
Entity counting Qwen3-8B prompts N=200x3 seeds (test)LoRA Q/V rank-16 (entity-counting only)97Greedy Generation Accuracy7May 6, 2026