| # 3DCodeBench extra ablation logs |
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| **Extra** ablation / supplementary experiment logs for 3DCodeBench. |
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| This folder is not the main leaderboard inference dump. Use the two log trees as follows: |
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| | Folder | Role | |
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| | `3DCodeBench_ModelLogs/` | Main eval logs of the reported models / agents (scripts, prompts, transcripts). | |
| | `3DCodeBench_extra_ablation_logs/` (this folder) | Extra ablations on top of that: curation, contamination, held-out categories, structural metrics, harness variants, interactive feedback, and track split. Archives include meshes and renders. | |
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| Each `.tar.gz` unpacks to a directory with the same stem. Virtualenvs and `__pycache__` are omitted. Start at `findings/` for writeups and tables. |
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| ## Extra ablations |
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| | Path | Extra ablation | |
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| | `findings/` | Per-run writeups and tables. | |
| | `e1_curation_ablation.tar.gz` | Curation ablation. Three settings: naive distill (A), agentic pipeline without human (B), released data with human verification (C). Result GLBs/PNGs vs references. | |
| | `e1b_annotation` *(in `small_notes.tar.gz`)* | Annotator rubric and protocol notes. | |
| | `e2_cad_pilot.tar.gz` | Same manufactured categories, Blender vs CAD (FreeCAD) generation. | |
| | `e4_contamination.tar.gz` | Code-overlap analysis of model scripts against Infinigen sources. | |
| | `e4c_fresh_categories.tar.gz` | Held-out / non-Infinigen categories, plus a copy of the original 212-class references, re-renders, and model outputs on both sets. Largest archive. | |
| | `e5_structural.tar.gz` | Structural / topology metrics (floating parts, watertightness, fragmentation) and the meshes they were scored on. Scorer: `findings/e5_structural/structural_integrity.py`. | |
| | `e5_render_pass.tar.gz` | Incomplete re-render pass. Stopped on purpose; see `findings/e5_render_pass/ABANDONED.md`. | |
| | `e5_vote_agreement` *(in `small_notes.tar.gz`)* | Scoping notes for per-vote metric agreement. | |
| | `e6_track_split` *(in `small_notes.tar.gz`)* | Text-to-3D vs image-to-3D split tables. Analysis only. | |
| | `e8_harness.tar.gz` | Extra harness ablation on 50 categories: single-shot, a unified ReAct loop (same prompt/tools/turn cap for every backbone), and native Gemini CLI. Also a 20-turn rerun of the unified loop. | |
| | `e9_interactive.tar.gz` | Multi-round generation with extra feedback (grounded vs model-only). | |
| | `issue1_fixes` *(in `small_notes.tar.gz`)* | Dataset script fixes and diffs. | |
| | `taxonomy` *(in `small_notes.tar.gz`)* | Category-group labels. | |
| | `small_notes.tar.gz` | The small items above, plus the experiment plan. | |
| | `backups_harness-storage.tar.gz` | Snapshot of harness working storage used while running the extra ablations. | |
| | `SHA256SUMS` | Checksums of the archives. | |
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| ## e8 harness conditions (short) |
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| Held fixed across backbones in the unified loop: system prompt, tools `{write_file, run_blender, read_render}`, 10-turn cap (20 in the follow-up), 600 s wall clock. |
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| | Condition | Meaning | |
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| | `single_shot` | One-call generation | |
| | `unified` | Neutral ReAct harness | |
| | `unified_t20` | Same harness, 20 turns | |
| | `native_cli` | Vendor Gemini CLI | |
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| ## Restore |
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| ```bash |
| tar -xzf e8_harness.tar.gz |
| tar -xzf e4c_fresh_categories.tar.gz |
| ``` |
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