Add selected official simulation MP4 episodes, verified IDs, instructions and success rules
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- LICENSE +30 -0
- README.md +255 -0
- data/all.parquet +3 -0
- data/reaction_critical.parquet +3 -0
- data/task_000000.parquet +3 -0
- data/task_000001.parquet +3 -0
- data/task_000002.parquet +3 -0
- data/task_000003.parquet +3 -0
- data/task_000004.parquet +3 -0
- data/task_000005.parquet +3 -0
- media/ball_catching/episode_000000/fixed_cam.mp4 +3 -0
- media/ball_catching/episode_000000/preview.jpg +3 -0
- media/ball_catching/episode_000000/synchronized.mp4 +3 -0
- media/ball_catching/episode_000000/wrist_cam.mp4 +3 -0
- media/ball_catching/episode_000100/fixed_cam.mp4 +3 -0
- media/ball_catching/episode_000100/preview.jpg +3 -0
- media/ball_catching/episode_000100/synchronized.mp4 +3 -0
- media/ball_catching/episode_000100/wrist_cam.mp4 +3 -0
- media/ball_catching/episode_000199/fixed_cam.mp4 +3 -0
- media/ball_catching/episode_000199/preview.jpg +3 -0
- media/ball_catching/episode_000199/synchronized.mp4 +3 -0
- media/ball_catching/episode_000199/wrist_cam.mp4 +3 -0
- media/ball_throwing/episode_000836/fixed_cam.mp4 +3 -0
- media/ball_throwing/episode_000836/preview.jpg +3 -0
- media/ball_throwing/episode_000836/synchronized.mp4 +3 -0
- media/ball_throwing/episode_000836/wrist_cam.mp4 +3 -0
- media/ball_throwing/episode_000936/fixed_cam.mp4 +3 -0
- media/ball_throwing/episode_000936/preview.jpg +3 -0
- media/ball_throwing/episode_000936/synchronized.mp4 +3 -0
- media/ball_throwing/episode_000936/wrist_cam.mp4 +3 -0
- media/ball_throwing/episode_001035/fixed_cam.mp4 +3 -0
- media/ball_throwing/episode_001035/preview.jpg +3 -0
- media/ball_throwing/episode_001035/synchronized.mp4 +3 -0
- media/ball_throwing/episode_001035/wrist_cam.mp4 +3 -0
- media/conveyor_belt_pick_and_place/episode_000200/fixed_cam.mp4 +3 -0
- media/conveyor_belt_pick_and_place/episode_000200/preview.jpg +3 -0
- media/conveyor_belt_pick_and_place/episode_000200/synchronized.mp4 +3 -0
- media/conveyor_belt_pick_and_place/episode_000200/wrist_cam.mp4 +3 -0
- media/conveyor_belt_pick_and_place/episode_000318/fixed_cam.mp4 +3 -0
- media/conveyor_belt_pick_and_place/episode_000318/preview.jpg +3 -0
- media/conveyor_belt_pick_and_place/episode_000318/synchronized.mp4 +3 -0
- media/conveyor_belt_pick_and_place/episode_000318/wrist_cam.mp4 +3 -0
- media/conveyor_belt_pick_and_place/episode_000435/fixed_cam.mp4 +3 -0
- media/conveyor_belt_pick_and_place/episode_000435/preview.jpg +3 -0
- media/conveyor_belt_pick_and_place/episode_000435/synchronized.mp4 +3 -0
- media/conveyor_belt_pick_and_place/episode_000435/wrist_cam.mp4 +3 -0
- media/rolling_ball_interception/episode_000636/fixed_cam.mp4 +3 -0
- media/rolling_ball_interception/episode_000636/preview.jpg +3 -0
- media/rolling_ball_interception/episode_000636/synchronized.mp4 +3 -0
- media/rolling_ball_interception/episode_000636/wrist_cam.mp4 +3 -0
LICENSE
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BSD 3-Clause License
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Copyright (c) 2026, LxRoboticsLab
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All rights reserved.
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Redistribution and use in source and binary forms, with or without
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modification, are permitted provided that the following conditions are met:
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1. Redistributions of source code must retain the above copyright notice,
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this list of conditions and the following disclaimer.
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2. Redistributions in binary form must reproduce the above copyright notice,
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this list of conditions and the following disclaimer in the documentation
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and/or other materials provided with the distribution.
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3. Neither the name of the copyright holder nor the names of its
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contributors may be used to endorse or promote products derived from
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this software without specific prior written permission.
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THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
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AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
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IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
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ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE
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LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
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CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
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SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
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INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
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ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
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POSSIBILITY OF SUCH DAMAGE.
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README.md
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---
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language:
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- en
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- zh
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license: bsd-3-clause
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pretty_name: ReflexBench Simulation Task Examples
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configs:
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- config_name: all
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data_files:
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- split: examples
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path: data/all.parquet
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default: true
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- config_name: task_000000
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data_files:
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- split: examples
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path: data/task_000000.parquet
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- config_name: task_000001
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data_files:
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- split: examples
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path: data/task_000001.parquet
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- config_name: task_000002
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data_files:
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- split: examples
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path: data/task_000002.parquet
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- config_name: task_000003
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data_files:
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- split: examples
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path: data/task_000003.parquet
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- config_name: task_000004
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data_files:
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- split: examples
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path: data/task_000004.parquet
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- config_name: task_000005
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data_files:
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- split: examples
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path: data/task_000005.parquet
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- config_name: reaction_critical
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data_files:
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- split: examples
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path: data/reaction_critical.parquet
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tags:
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- robotics
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- video
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- simulation
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---
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# ReflexBench Simulation Task Examples
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[打开 MP4 任务浏览页](https://travor278-reflexbench-task-examples.static.hf.space/?task=0)
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Six official task_index values 0–5. Single Franka arm; only fixed_cam and wrist_cam exist. Do not relabel the wrist as left/right. Success rules describe evaluation, not an unprovided per-demo score.
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所有示例是完整 H.264 MP4。单臂相机保留官方名称:fixed_cam / wrist_cam。每条有同步合并视频、各路原视频与官方动作/状态 Parquet。
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评估标准根据官方代码和文档整理;发布数据未保存逐条示教 success 标签,故 actual_episode_success 为 null。本文不编造 0–100 得分。
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| 官方 task_index | Task / instruction scenario | 分类 | 直接浏览 |
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|---|---|---|---|
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| 0 | Ball Catching | Reaction-critical | [打开](https://travor278-reflexbench-task-examples.static.hf.space/?task=0) |
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| 1 | Conveyor Belt Pick And Place | Reaction-critical | [打开](https://travor278-reflexbench-task-examples.static.hf.space/?task=1) |
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| 2 | Whack A Mole | Reaction-critical | [打开](https://travor278-reflexbench-task-examples.static.hf.space/?task=2) |
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| 3 | Rolling Ball Interception | Reaction-critical | [打开](https://travor278-reflexbench-task-examples.static.hf.space/?task=3) |
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| 4 | Ball Throwing | Reaction-critical | [打开](https://travor278-reflexbench-task-examples.static.hf.space/?task=4) |
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| 5 | Rotating Peg Insertion | Reaction-critical | [打开](https://travor278-reflexbench-task-examples.static.hf.space/?task=5) |
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## task_index=0 · Ball Catching
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**Instruction:** hold the container with the gripper and catch the thrown ball in the container
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**Description:** Catch a launched ball with a held container.
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**Success / evaluation:** Episode success is task_phase == 4. The ball must remain in the virtual catch zone below the end effector for the configured consecutive-step threshold.
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[官方说明](https://github.com/LxRoboticsLab/ReflexBench/blob/8bb931485093c6d98f8729774ad01bf824964e16/source/reflexbench/reflexbench/tasks/manager_based/ball_catching/README.md)
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**Gym ID:** `BallCatching-Franka-DataCollection-v0`
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**episode_index=0** · 24 frames / 0.96 s
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[同步 MP4](media/ball_catching/episode_000000/synchronized.mp4) · [fixed_cam MP4](media/ball_catching/episode_000000/fixed_cam.mp4) · [wrist_cam MP4](media/ball_catching/episode_000000/wrist_cam.mp4) · [官方轨迹](trajectories/ball_catching/episode_000000.parquet)
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**episode_index=100** · 27 frames / 1.08 s
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[同步 MP4](media/ball_catching/episode_000100/synchronized.mp4) · [fixed_cam MP4](media/ball_catching/episode_000100/fixed_cam.mp4) · [wrist_cam MP4](media/ball_catching/episode_000100/wrist_cam.mp4) · [官方轨迹](trajectories/ball_catching/episode_000100.parquet)
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**episode_index=199** · 37 frames / 1.48 s
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[同步 MP4](media/ball_catching/episode_000199/synchronized.mp4) · [fixed_cam MP4](media/ball_catching/episode_000199/fixed_cam.mp4) · [wrist_cam MP4](media/ball_catching/episode_000199/wrist_cam.mp4) · [官方轨迹](trajectories/ball_catching/episode_000199.parquet)
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## task_index=1 · Conveyor Belt Pick And Place
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**Instruction:** pick up the cube from the moving conveyor and place it into the bin
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**Description:** Pick from the moving conveyor and release into the bin.
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**Success / evaluation:** Success requires the object inside the bin in environment-local coordinates: x in [-0.2,0.2], y in [-0.6,-0.3], z in [0.0,0.08] m.
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[官方说明](https://github.com/LxRoboticsLab/ReflexBench/blob/8bb931485093c6d98f8729774ad01bf824964e16/source/reflexbench/reflexbench/tasks/manager_based/conveyor_belt_pick_and_place/README.md)
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**Gym ID:** `ConveyorBeltPickAndPlace-Franka-DataCollection-v0`
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**episode_index=200** · 31 frames / 1.24 s
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[同步 MP4](media/conveyor_belt_pick_and_place/episode_000200/synchronized.mp4) · [fixed_cam MP4](media/conveyor_belt_pick_and_place/episode_000200/fixed_cam.mp4) · [wrist_cam MP4](media/conveyor_belt_pick_and_place/episode_000200/wrist_cam.mp4) · [官方轨迹](trajectories/conveyor_belt_pick_and_place/episode_000200.parquet)
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**episode_index=318** · 37 frames / 1.48 s
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[同步 MP4](media/conveyor_belt_pick_and_place/episode_000318/synchronized.mp4) · [fixed_cam MP4](media/conveyor_belt_pick_and_place/episode_000318/fixed_cam.mp4) · [wrist_cam MP4](media/conveyor_belt_pick_and_place/episode_000318/wrist_cam.mp4) · [官方轨迹](trajectories/conveyor_belt_pick_and_place/episode_000318.parquet)
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**episode_index=435** · 36 frames / 1.44 s
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[同步 MP4](media/conveyor_belt_pick_and_place/episode_000435/synchronized.mp4) · [fixed_cam MP4](media/conveyor_belt_pick_and_place/episode_000435/fixed_cam.mp4) · [wrist_cam MP4](media/conveyor_belt_pick_and_place/episode_000435/wrist_cam.mp4) · [官方轨迹](trajectories/conveyor_belt_pick_and_place/episode_000435.parquet)
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## task_index=2 · Whack A Mole
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|
| 127 |
+
**Instruction:** hit the mole that pops up on the board with the closed gripper
|
| 128 |
+
|
| 129 |
+
**Description:** Strike the active mole using the closed gripper during its popup window.
|
| 130 |
+
|
| 131 |
+
**Success / evaluation:** Unified evaluation success is valid_hits > 0. A valid hit requires proximity to the active mole, closed gripper and the configured dwell. Current eval profile uses 2.0 s popup, 0.3 s gap, 0 s initial delay and 3.0 s evaluation length. Completing the window schedule alone is not success.
|
| 132 |
+
|
| 133 |
+
[官方说明](https://github.com/LxRoboticsLab/ReflexBench/blob/8bb931485093c6d98f8729774ad01bf824964e16/source/reflexbench/reflexbench/tasks/manager_based/whack_a_mole/README.md)
|
| 134 |
+
|
| 135 |
+
**Gym ID:** `WhackAMole-Franka-DataCollection-v0`
|
| 136 |
+
|
| 137 |
+
**episode_index=436** · 18 frames / 0.72 s
|
| 138 |
+
|
| 139 |
+

|
| 140 |
+
|
| 141 |
+
[同步 MP4](media/whack_a_mole/episode_000436/synchronized.mp4) · [fixed_cam MP4](media/whack_a_mole/episode_000436/fixed_cam.mp4) · [wrist_cam MP4](media/whack_a_mole/episode_000436/wrist_cam.mp4) · [官方轨迹](trajectories/whack_a_mole/episode_000436.parquet)
|
| 142 |
+
|
| 143 |
+
**episode_index=536** · 16 frames / 0.64 s
|
| 144 |
+
|
| 145 |
+

|
| 146 |
+
|
| 147 |
+
[同步 MP4](media/whack_a_mole/episode_000536/synchronized.mp4) · [fixed_cam MP4](media/whack_a_mole/episode_000536/fixed_cam.mp4) · [wrist_cam MP4](media/whack_a_mole/episode_000536/wrist_cam.mp4) · [官方轨迹](trajectories/whack_a_mole/episode_000536.parquet)
|
| 148 |
+
|
| 149 |
+
**episode_index=635** · 16 frames / 0.64 s
|
| 150 |
+
|
| 151 |
+

|
| 152 |
+
|
| 153 |
+
[同步 MP4](media/whack_a_mole/episode_000635/synchronized.mp4) · [fixed_cam MP4](media/whack_a_mole/episode_000635/fixed_cam.mp4) · [wrist_cam MP4](media/whack_a_mole/episode_000635/wrist_cam.mp4) · [官方轨迹](trajectories/whack_a_mole/episode_000635.parquet)
|
| 154 |
+
|
| 155 |
+
## task_index=3 · Rolling Ball Interception
|
| 156 |
+
|
| 157 |
+
**Instruction:** hold the container with the gripper and catch the orange rolling down the ramp in the container
|
| 158 |
+
|
| 159 |
+
**Description:** Intercept the ball or orange rolling down the ramp.
|
| 160 |
+
|
| 161 |
+
**Success / evaluation:** Episode success is task_phase == 4. The rolling object must stay in the virtual catch zone for the configured hold threshold.
|
| 162 |
+
|
| 163 |
+
[官方说明](https://github.com/LxRoboticsLab/ReflexBench/blob/8bb931485093c6d98f8729774ad01bf824964e16/source/reflexbench/reflexbench/tasks/manager_based/rolling_ball_interception/README.md)
|
| 164 |
+
|
| 165 |
+
**Gym ID:** `RollingBallInterception-Franka-DataCollection-v0`
|
| 166 |
+
|
| 167 |
+
**episode_index=636** · 26 frames / 1.04 s
|
| 168 |
+
|
| 169 |
+

|
| 170 |
+
|
| 171 |
+
[同步 MP4](media/rolling_ball_interception/episode_000636/synchronized.mp4) · [fixed_cam MP4](media/rolling_ball_interception/episode_000636/fixed_cam.mp4) · [wrist_cam MP4](media/rolling_ball_interception/episode_000636/wrist_cam.mp4) · [官方轨迹](trajectories/rolling_ball_interception/episode_000636.parquet)
|
| 172 |
+
|
| 173 |
+
**episode_index=736** · 26 frames / 1.04 s
|
| 174 |
+
|
| 175 |
+

|
| 176 |
+
|
| 177 |
+
[同步 MP4](media/rolling_ball_interception/episode_000736/synchronized.mp4) · [fixed_cam MP4](media/rolling_ball_interception/episode_000736/fixed_cam.mp4) · [wrist_cam MP4](media/rolling_ball_interception/episode_000736/wrist_cam.mp4) · [官方轨迹](trajectories/rolling_ball_interception/episode_000736.parquet)
|
| 178 |
+
|
| 179 |
+
**episode_index=835** · 26 frames / 1.04 s
|
| 180 |
+
|
| 181 |
+

|
| 182 |
+
|
| 183 |
+
[同步 MP4](media/rolling_ball_interception/episode_000835/synchronized.mp4) · [fixed_cam MP4](media/rolling_ball_interception/episode_000835/fixed_cam.mp4) · [wrist_cam MP4](media/rolling_ball_interception/episode_000835/wrist_cam.mp4) · [官方轨迹](trajectories/rolling_ball_interception/episode_000835.parquet)
|
| 184 |
+
|
| 185 |
+
## task_index=4 · Ball Throwing
|
| 186 |
+
|
| 187 |
+
**Instruction:** toss the ball into the bin
|
| 188 |
+
|
| 189 |
+
**Description:** Throw the pre-grasped ball into the target bin.
|
| 190 |
+
|
| 191 |
+
**Success / evaluation:** Success is task_phase == 2, meaning the ball entered the target bin. Documentation bounds relative to bin center: |x-cx| <= 0.13, |y-cy| <= 0.09, z in [0.02,0.18] m.
|
| 192 |
+
|
| 193 |
+
[官方说明](https://github.com/LxRoboticsLab/ReflexBench/blob/8bb931485093c6d98f8729774ad01bf824964e16/source/reflexbench/reflexbench/tasks/manager_based/ball_throwing/README.md)
|
| 194 |
+
|
| 195 |
+
**Gym ID:** `BallThrowing-Franka-DataCollection-v0`
|
| 196 |
+
|
| 197 |
+
**episode_index=836** · 33 frames / 1.32 s
|
| 198 |
+
|
| 199 |
+

|
| 200 |
+
|
| 201 |
+
[同步 MP4](media/ball_throwing/episode_000836/synchronized.mp4) · [fixed_cam MP4](media/ball_throwing/episode_000836/fixed_cam.mp4) · [wrist_cam MP4](media/ball_throwing/episode_000836/wrist_cam.mp4) · [官方轨迹](trajectories/ball_throwing/episode_000836.parquet)
|
| 202 |
+
|
| 203 |
+
**episode_index=936** · 35 frames / 1.40 s
|
| 204 |
+
|
| 205 |
+

|
| 206 |
+
|
| 207 |
+
[同步 MP4](media/ball_throwing/episode_000936/synchronized.mp4) · [fixed_cam MP4](media/ball_throwing/episode_000936/fixed_cam.mp4) · [wrist_cam MP4](media/ball_throwing/episode_000936/wrist_cam.mp4) · [官方轨迹](trajectories/ball_throwing/episode_000936.parquet)
|
| 208 |
+
|
| 209 |
+
**episode_index=1035** · 33 frames / 1.32 s
|
| 210 |
+
|
| 211 |
+

|
| 212 |
+
|
| 213 |
+
[同步 MP4](media/ball_throwing/episode_001035/synchronized.mp4) · [fixed_cam MP4](media/ball_throwing/episode_001035/fixed_cam.mp4) · [wrist_cam MP4](media/ball_throwing/episode_001035/wrist_cam.mp4) · [官方轨迹](trajectories/ball_throwing/episode_001035.parquet)
|
| 214 |
+
|
| 215 |
+
## task_index=5 · Rotating Peg Insertion
|
| 216 |
+
|
| 217 |
+
**Instruction:** insert the peg into the hole on the rotating disc
|
| 218 |
+
|
| 219 |
+
**Description:** Time peg insertion into the moving hole of a rotating disc.
|
| 220 |
+
|
| 221 |
+
**Success / evaluation:** Success is task_phase == 4. Peg tip enters the hole within its radius tolerance, descends at least 0.02 m below the disc surface, and holds for at least 5 control steps (task README).
|
| 222 |
+
|
| 223 |
+
[官方说明](https://github.com/LxRoboticsLab/ReflexBench/blob/8bb931485093c6d98f8729774ad01bf824964e16/source/reflexbench/reflexbench/tasks/manager_based/rotating_peg_insertion/README.md)
|
| 224 |
+
|
| 225 |
+
**Gym ID:** `RotatingPegInsertion-Franka-DataCollection-v0`
|
| 226 |
+
|
| 227 |
+
**episode_index=1036** · 28 frames / 1.12 s
|
| 228 |
+
|
| 229 |
+

|
| 230 |
+
|
| 231 |
+
[同步 MP4](media/rotating_peg_insertion/episode_001036/synchronized.mp4) · [fixed_cam MP4](media/rotating_peg_insertion/episode_001036/fixed_cam.mp4) · [wrist_cam MP4](media/rotating_peg_insertion/episode_001036/wrist_cam.mp4) · [官方轨迹](trajectories/rotating_peg_insertion/episode_001036.parquet)
|
| 232 |
+
|
| 233 |
+
**episode_index=1136** · 59 frames / 2.36 s
|
| 234 |
+
|
| 235 |
+

|
| 236 |
+
|
| 237 |
+
[同步 MP4](media/rotating_peg_insertion/episode_001136/synchronized.mp4) · [fixed_cam MP4](media/rotating_peg_insertion/episode_001136/fixed_cam.mp4) · [wrist_cam MP4](media/rotating_peg_insertion/episode_001136/wrist_cam.mp4) · [官方轨迹](trajectories/rotating_peg_insertion/episode_001136.parquet)
|
| 238 |
+
|
| 239 |
+
**episode_index=1235** · 34 frames / 1.36 s
|
| 240 |
+
|
| 241 |
+

|
| 242 |
+
|
| 243 |
+
[同步 MP4](media/rotating_peg_insertion/episode_001235/synchronized.mp4) · [fixed_cam MP4](media/rotating_peg_insertion/episode_001235/fixed_cam.mp4) · [wrist_cam MP4](media/rotating_peg_insertion/episode_001235/wrist_cam.mp4) · [官方轨迹](trajectories/rotating_peg_insertion/episode_001235.parquet)
|
| 244 |
+
|
| 245 |
+
## 来源、许可与复现
|
| 246 |
+
|
| 247 |
+
官方数据:[原仓库](https://huggingface.co/datasets/cyx337/ReflexBench_dataset) · 固定 revision `9295b6e9878609a992047f0b8b65421a493299e7`。
|
| 248 |
+
|
| 249 |
+
官方代码:[GitHub](https://github.com/LxRoboticsLab/ReflexBench) · revision `8bb931485093c6d98f8729774ad01bf824964e16`。
|
| 250 |
+
|
| 251 |
+
保留上游 LICENSE 和来源文件在 `reference/`。ReflexBench 官方数据未单列许可证元数据;保留官方实现 BSD-3-Clause 来源,不扩大作者权利。
|
| 252 |
+
|
| 253 |
+
选择性提取记录、原始时间区间、task/episode 对应、相机元数据和校验均在 `provenance/`。不下载场景资产、模型权重或完整数据仓库。
|
| 254 |
+
|
| 255 |
+
复现脚本:`scripts/build_examples.py`。浏览页源码另见 `browser/` 和 `scripts/build_browser.py`。
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