Configure task subsets and image viewer
Browse files
README.md
CHANGED
|
@@ -1,18 +1,105 @@
|
|
| 1 |
---
|
| 2 |
license: other
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3 |
---
|
|
|
|
| 4 |
# Latency-Sensitive Bench datasets
|
| 5 |
|
| 6 |
Accepted zero-latency teacher rollouts for the supported benchmark tasks.
|
| 7 |
|
| 8 |
-
##
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 9 |
|
| 10 |
-
- `zero-latency/mikasa-intercept-grab-fast/teacher-rollouts-v1/raw`: 275
|
| 11 |
-
|
| 12 |
-
- `zero-latency/
|
|
|
|
|
|
|
|
|
|
|
|
|
| 13 |
|
| 14 |
-
Extreme Parkour and HAIC datasets are intentionally not published until their
|
|
|
|
| 15 |
|
| 16 |
-
Historical source repositories remain unchanged: MIKASA dataset revision
|
|
|
|
|
|
|
| 17 |
|
| 18 |
-
See the repository artifact registry
|
|
|
|
|
|
| 1 |
---
|
| 2 |
license: other
|
| 3 |
+
task_categories:
|
| 4 |
+
- robotics
|
| 5 |
+
tags:
|
| 6 |
+
- LeRobot
|
| 7 |
+
- image
|
| 8 |
+
- video
|
| 9 |
+
configs:
|
| 10 |
+
- config_name: humanoidbench_balance_simple
|
| 11 |
+
default: true
|
| 12 |
+
data_files:
|
| 13 |
+
- split: train
|
| 14 |
+
path: zero-latency/humanoidbench-balance-simple/teacher-rollouts-v1/lerobot/data/chunk-*/*.parquet
|
| 15 |
+
- split: validation
|
| 16 |
+
path: zero-latency/humanoidbench-balance-simple/teacher-rollouts-v1/lerobot__val/data/chunk-*/*.parquet
|
| 17 |
+
- config_name: mikasa_intercept_grab_fast
|
| 18 |
+
data_files:
|
| 19 |
+
- split: train
|
| 20 |
+
path: zero-latency/mikasa-intercept-grab-fast/teacher-rollouts-v1/lerobot/data/chunk-*/*.parquet
|
| 21 |
+
- split: validation
|
| 22 |
+
path: zero-latency/mikasa-intercept-grab-fast/teacher-rollouts-v1/lerobot__val/data/chunk-*/*.parquet
|
| 23 |
+
dataset_info:
|
| 24 |
+
- config_name: humanoidbench_balance_simple
|
| 25 |
+
features:
|
| 26 |
+
- name: observation.image
|
| 27 |
+
dtype: image
|
| 28 |
+
- name: observation.state
|
| 29 |
+
list: float32
|
| 30 |
+
length: 198
|
| 31 |
+
- name: action
|
| 32 |
+
list: float32
|
| 33 |
+
length: 43
|
| 34 |
+
- name: timestamp
|
| 35 |
+
dtype: float64
|
| 36 |
+
- name: episode_index
|
| 37 |
+
dtype: int64
|
| 38 |
+
- name: frame_index
|
| 39 |
+
dtype: int64
|
| 40 |
+
- name: task_index
|
| 41 |
+
dtype: int64
|
| 42 |
+
- name: latency
|
| 43 |
+
dtype: int64
|
| 44 |
+
- name: latency_raw_frames
|
| 45 |
+
dtype: int64
|
| 46 |
+
- name: done
|
| 47 |
+
dtype: bool
|
| 48 |
+
- name: reward
|
| 49 |
+
dtype: float32
|
| 50 |
+
- name: density_weight
|
| 51 |
+
dtype: float32
|
| 52 |
+
- config_name: mikasa_intercept_grab_fast
|
| 53 |
+
features:
|
| 54 |
+
- name: observation.state
|
| 55 |
+
list: float32
|
| 56 |
+
length: 7
|
| 57 |
+
- name: action
|
| 58 |
+
list: float32
|
| 59 |
+
length: 7
|
| 60 |
+
- name: timestamp
|
| 61 |
+
dtype: float32
|
| 62 |
+
- name: frame_index
|
| 63 |
+
dtype: int64
|
| 64 |
+
- name: episode_index
|
| 65 |
+
dtype: int64
|
| 66 |
+
- name: index
|
| 67 |
+
dtype: int64
|
| 68 |
+
- name: task_index
|
| 69 |
+
dtype: int64
|
| 70 |
---
|
| 71 |
+
|
| 72 |
# Latency-Sensitive Bench datasets
|
| 73 |
|
| 74 |
Accepted zero-latency teacher rollouts for the supported benchmark tasks.
|
| 75 |
|
| 76 |
+
## Viewer subsets
|
| 77 |
+
|
| 78 |
+
- `humanoidbench_balance_simple`: 90 training and 10 validation episodes. The
|
| 79 |
+
`observation.image` values are PNG bytes declared as the Hugging Face `Image`
|
| 80 |
+
feature, so the Dataset Viewer renders them instead of showing their encoded
|
| 81 |
+
representation. Canonical LeRobot MP4 files remain under each split's
|
| 82 |
+
`videos/` directory.
|
| 83 |
+
- `mikasa_intercept_grab_fast`: fixed 250/25 StarVLA split. RGB observations
|
| 84 |
+
are stored in the LeRobot MP4 files and are not duplicated in its Parquet
|
| 85 |
+
rows.
|
| 86 |
+
|
| 87 |
+
## Repository layout
|
| 88 |
|
| 89 |
+
- `zero-latency/mikasa-intercept-grab-fast/teacher-rollouts-v1/raw`: 275
|
| 90 |
+
successful source NPZ episodes.
|
| 91 |
+
- `zero-latency/mikasa-intercept-grab-fast/teacher-rollouts-v1/lerobot`,
|
| 92 |
+
`lerobot__val`, and `mikasa_intercept_grab_fast_h1.json`: converted dataset
|
| 93 |
+
and StarVLA mixture.
|
| 94 |
+
- `zero-latency/humanoidbench-balance-simple/teacher-rollouts-v1/lerobot` and
|
| 95 |
+
`lerobot__val`: official GR00T split, videos, and metadata.
|
| 96 |
|
| 97 |
+
Extreme Parkour and HAIC datasets are intentionally not published until their
|
| 98 |
+
current VLA pipelines pass their documented gates.
|
| 99 |
|
| 100 |
+
Historical source repositories remain unchanged: MIKASA dataset revision
|
| 101 |
+
`28312021c634fa97f8068077dfd6eb0efe6d45ce` and Balance dataset revision
|
| 102 |
+
`dbb954842942196e127c9acc0d776b62aa679990`.
|
| 103 |
|
| 104 |
+
See the repository [artifact registry](https://github.com/ZihanWang314/latency-sensitive-bench/blob/master/docs/artifacts.md)
|
| 105 |
+
for exact task contracts and reproduction commands.
|