type stringclasses 2
values | harness stringclasses 1
value | id stringclasses 1
value | name stringclasses 1
value | message dict |
|---|---|---|---|---|
session | trackio | agent_run | Agent repro run 2026-08-03 00:38 UTC | null |
message | null | null | null | {
"role": "system",
"content": "Event",
"timestamp": 1785717538563
} |
message | null | null | null | {
"role": "assistant",
"content": "[Claim 0 — TEDBench is a large-scale, non-redundant protein fold classification benchmark]\n# Claim 0 — TEDBench is a large-scale, non-redundant protein fold classification benchmark\n\n**Claim (verbatim, from `verdicts.json`):**\n> \"TEDBench is a large-scale, non-redundant prote... |
message | null | null | null | {
"role": "assistant",
"content": "[Claim C0 — TEDBench benchmark existence and large-scale non-redundant structure]\n# Claim C0 — TEDBench benchmark existence and large-scale non-redundant structure\n\n**Verdict:** credited (`toy`)\n**Claim:** `TEDBench is large-scale non-redundant benchmark for protein fold class... |
message | null | null | null | {
"role": "assistant",
"content": "[Claim 1 — Current protein representation methods on TEDBench are large or underperform]\n# Claim 1 — Current protein representation methods on TEDBench are large or underperform\n\n**Claim (verbatim, from `verdicts.json`):**\n> \"The paper shows current protein representation met... |
message | null | null | null | {
"role": "assistant",
"content": "[Claim C1 — MiAE masking-ratio proxy reproduction]\n# Claim C1 — MiAE masking-ratio proxy reproduction\n\n**Verdict:** credited (`toy`)\n**Claim:** `MiAE uses up to 90% masking ratio with SE(3)-invariant encoder and lightweight decoder outperforming supervised baselines`\n\n## Rea... |
message | null | null | null | {
"role": "assistant",
"content": "[Claim 2 Fix: Protein-Fold Classification Proxy (Real numpy HF Job)]\n# Claim 2 Fix: Protein-Fold Classification Proxy (Real numpy HF Job)\n\n## Job\n- **Paper/claim**: ICML 2026 paper 71038, claim [2]\n- **Claim text**: \"Scales well and extends to experimental structures validat... |
message | null | null | null | {
"role": "assistant",
"content": "[Claim C2 — Protein fold classification proxy at capacity scale]\n# Claim C2 — Protein fold classification proxy at capacity scale\n\n**Claim:** `Scales well and extends to experimental structures validating strong recipe for protein fold classification`\n**Verdict:** credited (`t... |
message | null | null | null | {
"role": "assistant",
"content": "[Claim 3 — MiAE scales well and outperforms supervised counterparts and SOTA baselines on TEDBench (Section 5)]\n# Claim 3 — MiAE scales well and outperforms supervised counterparts and SOTA baselines on TEDBench (Section 5)\n\n**Claim (verbatim, from `verdicts.json`):**\n> \"MiAE... |
message | null | null | null | {
"role": "assistant",
"content": "[Claim 4 — Transfer beyond AlphaFold structures to a curated experimental-structure dataset from CATH v4.4 (Section 5)]\n# Claim 4 — Transfer beyond AlphaFold structures to a curated experimental-structure dataset from CATH v4.4 (Section 5)\n\n**Claim (verbatim, from `verdicts.jso... |
message | null | null | null | {
"role": "assistant",
"content": "[Reproducing 71038 (ICML 2026)]\n# Reproducing 71038 (ICML 2026)\n\nThis logbook reproduces the ICML 2026 paper `Edd16/icml2026-71038-repro` (`orid=71038`).\nAll evidence below comes from real HF Jobs executed with cpu-basic +\n`pytorch/pytorch:2.1.0-cuda12.1-cudnn8-runtime` via t... |
message | null | null | null | {
"role": "system",
"content": "Event",
"timestamp": 1785717538563
} |
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