109k ML papers from top conferences turned into a per-topic research map
latenticlabs · reddit · 2026-11-03
Scime launched atlas.scime.ai, a free research map covering all accepted papers from ICML, NeurIPS, ICLR, CVPR and AAAI since 2016 (109k), grouped into 1,260 topics, with results tables and ablations extracted from the full text of 79k papers. Each topic page shows: paper volume over time (compact/efficient Gaussian splatting jumped from 29 papers in 2023-24 to 240 in 2025-26), best reported benchmark numbers with record holders (Deep Blending PSNR barely moved: 30.42→30.45), ablations from recent papers including harmful ones, common baselines (38 of 113 papers use 3DGS), recent arXiv preprints and a BibTeX of key works. Every number links back to its paper; the team cautions extraction isn't perfect and cross-paper numbers aren't always comparable — use it as a starting point, not a leaderboard. Free, no signup.
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