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co/datasets/ByteDance-Seed/Multi-SWE-bench"},"canonical_setting_json":{"kind":"string","value":"{\"higher_is_better\": true, \"judge\": \"execution-based patch validation\", \"metric_type\": \"pct\", \"multimodal_input\": false, \"notes\": \"Official sources are the ByteDance-Seed/Multi-SWE-bench HuggingFace dataset
from the top result below
https://huggingface.co/datasets/microsoft/benchpress-score-matrix
\", \"range\": [0, 100], \"sampling\": \"pass@1; public harness default maxTurns=20\", \"tools\": \"agentic MCP servers in the official containerized harness\", \"version\": \"MCP-Atlas public 500-task HuggingFace release\"}"},"in_paper_matrix":{"kind":"bool","value":true,"string":"true"}}},{"rowIdx":9,"cells":
https://huggingface.co/papers?q=reflective%20essays
","upvotes":0,"discussionId":"69e5f8887fd9982090f67fb8","ai_summary":"A new benchmark called ScholScan is introduced to evaluate academic paper reasoning by requiring mode
https://huggingface.co/papers?q=companion
Previous studies show that the\nbinary fraction of RSGs (approx 15% - 40%) is significantly lower than that\nof their predecessors (approx 50% - 70%)