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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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Check out the documentation for more information.

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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