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video video 40 80 | label class label 10
classes |
|---|---|
0adjust_bottle | |
0adjust_bottle | |
0adjust_bottle | |
1click_bell | |
1click_bell | |
1click_bell | |
2handover_mic | |
2handover_mic | |
2handover_mic | |
3lift_pot | |
3lift_pot | |
3lift_pot | |
4move_playingcard_away | |
4move_playingcard_away | |
4move_playingcard_away | |
5place_bread_basket | |
5place_bread_basket | |
5place_bread_basket | |
6place_container_plate | |
6place_container_plate | |
6place_container_plate | |
7place_object_scale | |
7place_object_scale | |
7place_object_scale | |
8shake_bottle | |
8shake_bottle | |
8shake_bottle | |
9stack_blocks_two | |
9stack_blocks_two | |
9stack_blocks_two |
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novel_task_dream — dream replays of NOVEL tasks through the RoboTwin WM (capx10 askel hist; YAM runs used step4000, RoboTwin runs step5000)
Videos are GT | dream | action-skeleton, named rankpsnr_. Ordered by PSNR mean.
| rank | task | robot | scene | psnr mean | first | last |
|---|---|---|---|---|---|---|
| 1 | click_alarmclock | robotwin | noisy | 27.4 | 32.6 | 24.4 |
| 2 | stack_bowls_two | robotwin | noisy | 25.6 | 34.0 | 22.7 |
| 3 | place_can_basket | robotwin | noisy | 23.9 | 34.5 | 20.3 |
| 4 | click_alarmclock | robotwin | clean | 23.7 | 28.9 | 20.4 |
| 5 | place_empty_cup | robotwin | clean | 23.6 | 34.0 | 20.1 |
| 6 | place_burger_fries | robotwin | noisy | 23.0 | 31.2 | 21.1 |
| 7 | press_stapler | robotwin | clean | 22.8 | 25.7 | 19.9 |
| 8 | place_object_stand | robotwin | clean | 21.8 | 25.2 | 22.4 |
| 9 | pick_dual_bottles | robotwin | noisy | 21.6 | 28.2 | 19.8 |
| 10 | beat_block_hammer | robotwin | clean | 21.4 | 23.5 | 20.3 |
| 11 | stack_bowls_two | robotwin | clean | 20.8 | 27.7 | 18.8 |
| 12 | stack_bowls_three | robotwin | clean | 20.7 | 28.1 | 20.1 |
| 13 | place_can_basket | robotwin | clean | 20.1 | 27.2 | 18.3 |
| 14 | place_burger_fries | robotwin | clean | 20.1 | 24.4 | 19.9 |
| 15 | rotate_qrcode | robotwin | clean | 19.8 | 23.1 | 17.5 |
| 16 | place_shoe | robotwin | clean | 19.7 | 24.9 | 17.2 |
| 17 | place_a2b_left | robotwin | clean | 19.4 | 26.0 | 20.0 |
| 18 | blocks_ranking_rgb | robotwin | clean | 19.2 | 26.0 | 17.4 |
| 19 | open_laptop | robotwin | clean | 19.2 | 24.8 | 17.5 |
| 20 | pick_dual_bottles | robotwin | clean | 18.5 | 23.6 | 16.3 |
| 21 | yam_egg_transfer | yam | clean | 18.1 | 30.3 | 14.5 |
| 22 | pick_dual_bottles | robotwin | clean | 16.9 | 23.5 | 14.4 |
| 23 | yam_tool_rack | yam | clean | 16.9 | 21.8 | 14.9 |
| 24 | yam_blocks_box | yam | clean | 16.2 | 19.0 | 15.9 |
| 25 | yam_dustpan | yam | clean | 14.1 | 18.4 | 12.2 |
| 26 | yam_tomato | yam | clean | 14.0 | 16.6 | 13.3 |
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