Update eval_assets: GE30 list + yaw_v6cond PDM ckpt + README
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README.md
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# Evaluation Assets
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This folder
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- `data_hub/meshes/SAM3DMesh/rotated_mesh/`
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- `data_hub/ProcessedData/obj_meshes/
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- `output/obj_usd/`
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- `
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- `output/
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- merged robot GT files
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- evaluation outputs/videos/logs
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After downloading the dataset, copy or sync its contents into the repository
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root so these relative paths exist.
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# Evaluation Assets (GE30 + v6cond)
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This folder is a **minimal Hugging Face upload payload** for updating
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[`UCBProject/eval_assets`](https://huggingface.co/datasets/UCBProject/eval_assets/tree/main).
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It mirrors repository-relative paths, so after downloading you can sync it into
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the repo root and the files land in the correct locations.
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## What this update contains
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- `evaluation/configs/eval_objects_merged_success_ge30.csv`
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- **87 objects** (criterion: round≥3 `robot_gt` cumulative `success_count ≥ 30`)
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- `evaluation/configs/README.md`
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- Notes about GE30 being current; GE20/GE40 deprecated
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- `output/pdm/checkpoints_yaw_v6cond/best_model.pth`
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- `output/pdm/checkpoints_yaw_v6cond/pose_stats.pt`
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- `output/affordance_no_rot_executed/min20/checkpoints_v6/best_v6_model.pth`
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## What is intentionally NOT included
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This upload does **not** change heavy assets (mesh/USD/scene files), and does
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**not** include evaluation outputs:
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- `data_hub/meshes/SAM3DMesh/rotated_mesh/`
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- `data_hub/ProcessedData/obj_meshes/*/scale.json`
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- `output/obj_usd/`
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- `sim/assets_scene/`, `sim/object_rotation_overrides.json`
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- `output/evaluation/**` (logs/videos/results)
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Those stay as-is in the existing dataset version.
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## How to use after download
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Download to a temp directory and sync into the repo root:
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```bash
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huggingface-cli download UCBProject/eval_assets \
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--repo-type dataset \
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--local-dir /tmp/a2g_eval_assets
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cd /path/to/Affordance2Grasp
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rsync -a /tmp/a2g_eval_assets/ ./
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```
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## Notes
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- The evaluation object list is now **GE30** (`eval_objects_merged_success_ge30.csv`).
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- PDM default checkpoint used by current eval scripts is **yaw-conditioned v6cond**
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under `output/pdm/checkpoints_yaw_v6cond/`.
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evaluation/configs/README.md
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# Evaluation object lists
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## Current: `eval_objects_merged_success_ge30.csv`
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- **Criterion:** sum of `successful_grasps` in `output/grasp_collect_no_rot/robot_gt/round_R/` for **R ≥ 3**, per object, with **count ≥ 30**.
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- **Regenerate:**
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```bash
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python tools/build_eval_object_list.py \
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--outdir output/grasp_collect_no_rot \
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--min-round 3 \
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--min-success 30 \
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--output evaluation/configs/eval_objects_merged_success_ge30.csv
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```
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## Sim USD bundle
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Packed assets for external Isaac Sim eval:
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```bash
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python tools/package_eval_ge30_usd_bundle.py
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# → output/eval_objects_ge30_sim_bundle/
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```
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## Deprecated lists
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- **`eval_objects_merged_success_ge20.csv`** — round≥3, success≥20 (97 objects).
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- **`eval_objects_merged_success_ge40.csv`** — merged HDF5 total success≥40 (legacy rule).
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evaluation/configs/eval_objects_merged_success_ge30.csv
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obj_id,enabled,success_count,notes
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A02015,1,259,round_ge3_success_ge30
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A02021,1,256,round_ge3_success_ge30
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A02028,1,230,round_ge3_success_ge30
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A02031,1,219,round_ge3_success_ge30
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A02014,1,211,round_ge3_success_ge30
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A01006,1,204,round_ge3_success_ge30
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A02030,1,195,round_ge3_success_ge30
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A15015,1,193,round_ge3_success_ge30
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O03002,1,187,round_ge3_success_ge30
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S15004,1,181,round_ge3_success_ge30
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A01026,1,167,round_ge3_success_ge30
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S16001,1,160,round_ge3_success_ge30
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O02001,1,123,round_ge3_success_ge30
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A01008,1,120,round_ge3_success_ge30
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S16002,1,120,round_ge3_success_ge30
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C14001,1,117,round_ge3_success_ge30
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A01023,1,116,round_ge3_success_ge30
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S16005,1,111,round_ge3_success_ge30
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O36001,1,110,round_ge3_success_ge30
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A01005,1,91,round_ge3_success_ge30
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A02018,1,91,round_ge3_success_ge30
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S10008,1,90,round_ge3_success_ge30
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ycb_dex_12,1,89,round_ge3_success_ge30
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Y03021,1,82,round_ge3_success_ge30
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A01027,1,80,round_ge3_success_ge30
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ycb_dex_04,1,79,round_ge3_success_ge30
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ycb_dex_07,1,72,round_ge3_success_ge30
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ycb_dex_02,1,71,round_ge3_success_ge30
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A01001,1,69,round_ge3_success_ge30
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C28001,1,69,round_ge3_success_ge30
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O01000,1,67,round_ge3_success_ge30
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A01010,1,64,round_ge3_success_ge30
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ycb_dex_08,1,63,round_ge3_success_ge30
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S10018,1,61,round_ge3_success_ge30
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A01002,1,60,round_ge3_success_ge30
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C50001,1,59,round_ge3_success_ge30
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O21001,1,59,round_ge3_success_ge30
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S20021,1,58,round_ge3_success_ge30
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A16026,1,57,round_ge3_success_ge30
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ycb_dex_03,1,57,round_ge3_success_ge30
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S10022,1,55,round_ge3_success_ge30
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S10011,1,54,round_ge3_success_ge30
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Y03006,1,52,round_ge3_success_ge30
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Y29040,1,51,round_ge3_success_ge30
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C90001,1,50,round_ge3_success_ge30
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S16003,1,50,round_ge3_success_ge30
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ycb_dex_14,1,50,round_ge3_success_ge30
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C51001,1,48,round_ge3_success_ge30
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O03001,1,48,round_ge3_success_ge30
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O36002,1,48,round_ge3_success_ge30
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S20022,1,48,round_ge3_success_ge30
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Y27035,1,47,round_ge3_success_ge30
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A16013,1,46,round_ge3_success_ge30
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S20001,1,46,round_ge3_success_ge30
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A01009,1,45,round_ge3_success_ge30
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A02011,1,45,round_ge3_success_ge30
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C15001,1,45,round_ge3_success_ge30
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O50001,1,45,round_ge3_success_ge30
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ycb_dex_05,1,44,round_ge3_success_ge30
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C22001,1,43,round_ge3_success_ge30
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S10017,1,43,round_ge3_success_ge30
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ycb_dex_17,1,43,round_ge3_success_ge30
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O03003,1,42,round_ge3_success_ge30
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A15027,1,41,round_ge3_success_ge30
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Y35037,1,41,round_ge3_success_ge30
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S10013,1,40,round_ge3_success_ge30
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S10010,1,39,round_ge3_success_ge30
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ycb_dex_06,1,39,round_ge3_success_ge30
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O93001,1,38,round_ge3_success_ge30
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ycb_dex_11,1,38,round_ge3_success_ge30
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A02029,1,37,round_ge3_success_ge30
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ycb_dex_01,1,37,round_ge3_success_ge30
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ycb_dex_18,1,37,round_ge3_success_ge30
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A02012,1,36,round_ge3_success_ge30
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S10005,1,36,round_ge3_success_ge30
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S10020,1,36,round_ge3_success_ge30
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O50002,1,35,round_ge3_success_ge30
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A16012,1,34,round_ge3_success_ge30
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C40001,1,33,round_ge3_success_ge30
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C41001,1,32,round_ge3_success_ge30
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S10014,1,32,round_ge3_success_ge30
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ycb_dex_15,1,32,round_ge3_success_ge30
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C03001,1,31,round_ge3_success_ge30
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C52001,1,31,round_ge3_success_ge30
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C42001,1,30,round_ge3_success_ge30
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C43001,1,30,round_ge3_success_ge30
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S10019,1,30,round_ge3_success_ge30
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output/pdm/checkpoints_yaw_v6cond/best_model.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:803b6ecc6b8db2f00fbbce6f35a1c9fa1dd78f977a0a9d5758748740bd2c7535
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size 3673698
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output/pdm/checkpoints_yaw_v6cond/pose_stats.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:61c75e2d75632cd3c6c5b9bd082fbe0d3e4be2b3ac5e23d297ca216c02cd8703
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size 1450
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