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docs: reconcile arXiv/README benchmark figures (issue #347)
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docs: reconcile arXiv/README benchmark figures (issue #347)
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docs: align arXiv figures with post-fix LoCoMo (issue #347)
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docs: resolve LongMemEval and BEAM review findings (issue #347)
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docs(benchmarks): label stale E1 v3 per-category BASELINE as historical (issue #347)
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fix(docs): retract unbacked LoCoMo post-fix pair, fix audit self-contradiction (issue #347 review round 2)
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fix(docs): correct false claims in commit message + fix remaining retracted values (issue #347 review round 3)
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fix(docs): CONTRIBUTING.md LongMemEval figure (issue #347 review round 4)
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