Results for PPT-SpUNet-F.T.
Submission data
Full name | Point Prompt Training |
Publication title | Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training |
Publication authors | Xiaoyang Wu, Zhuotao Tian, Xin Wen, Bohao Peng, Xihui Liu, Kaicheng Yu, Hengshuang Zhao |
Publication venue | CVPR 2024 |
Publication URL | https://arxiv.org/abs/2308.09718 |
Input Data Types | Uses Color Uses 3D |
Programming language(s) | Python, C++ with CUDA |
Hardware | NVIDIA A100 |
Website | https://github.com/Pointcept/Pointcept |
Source code or download URL | https://github.com/Pointcept/Pointcept |
Submission creation date | 28 Feb, 2023 |
Last edited | 2 Mar, 2024 |
3D semantic label results
Info | avg iou | head iou | common iou | tail iou | wall | chair | floor | table | door | couch | cabinet | shelf | desk | office chair | bed | pillow | sink | picture | window | toilet | bookshelf | monitor | curtain | book | armchair | coffee table | box | refrigerator | lamp | kitchen cabinet | towel | clothes | tv | nightstand | counter | dresser | stool | cushion | plant | ceiling | bathtub | end table | dining table | keyboard | bag | backpack | toilet paper | printer | tv stand | whiteboard | blanket | shower curtain | trash can | closet | stairs | microwave | stove | shoe | computer tower | bottle | bin | ottoman | bench | board | washing machine | mirror | copier | basket | sofa chair | file cabinet | fan | laptop | shower | paper | person | paper towel dispenser | oven | blinds | rack | plate | blackboard | piano | suitcase | rail | radiator | recycling bin | container | wardrobe | soap dispenser | telephone | bucket | clock | stand | light | laundry basket | pipe | clothes dryer | guitar | toilet paper holder | seat | speaker | column | bicycle | ladder | bathroom stall | shower wall | cup | jacket | storage bin | coffee maker | dishwasher | paper towel roll | machine | mat | windowsill | bar | toaster | bulletin board | ironing board | fireplace | soap dish | kitchen counter | doorframe | toilet paper dispenser | mini fridge | fire extinguisher | ball | hat | shower curtain rod | water cooler | paper cutter | tray | shower door | pillar | ledge | toaster oven | mouse | toilet seat cover dispenser | furniture | cart | storage container | scale | tissue box | light switch | crate | power outlet | decoration | sign | projector | closet door | vacuum cleaner | candle | plunger | stuffed animal | headphones | dish rack | broom | guitar case | range hood | dustpan | hair dryer | water bottle | handicap bar | purse | vent | shower floor | water pitcher | mailbox | bowl | paper bag | alarm clock | music stand | projector screen | divider | laundry detergent | bathroom counter | object | bathroom vanity | closet wall | laundry hamper | bathroom stall door | ceiling light | trash bin | dumbbell | stair rail | tube | bathroom cabinet | cd case | closet rod | coffee kettle | structure | shower head | keyboard piano | case of water bottles | coat rack | storage organizer | folded chair | fire alarm | power strip | calendar | poster | potted plant | luggage | mattress |
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0.332 | 0.556 | 0.270 | 0.123 | 0.816 | 0.682 | 0.946 | 0.549 | 0.657 | 0.756 | 0.459 | 0.376 | 0.550 | 0.001 | 0.807 | 0.616 | 0.727 | 0.267 | 0.691 | 0.942 | 0.530 | 0.872 | 0.874 | 0.330 | 0.542 | 0.374 | 0.792 | 0.400 | 0.673 | 0.572 | 0.433 | 0.793 | 0.623 | 0.008 | 0.351 | 0.594 | 0.000 | 0.783 | 0.876 | 0.833 | 0.213 | 0.000 | 0.537 | 0.091 | 0.519 | 0.304 | 0.620 | 0.942 | 0.264 | 0.124 | 0.855 | 0.695 | 0.086 | 0.646 | 0.506 | 0.658 | 0.535 | 0.715 | 0.314 | 0.000 | 0.241 | 0.608 | 0.897 | 0.359 | 0.858 | 0.000 | 0.076 | 0.611 | 0.392 | 0.509 | 0.378 | 0.000 | 0.579 | 0.565 | 0.000 | 0.000 | 0.000 | 0.000 | 0.755 | 0.806 | 0.661 | 0.572 | 0.350 | 0.181 | 0.660 | 0.300 | 0.000 | 0.000 | 0.000 | 0.023 | 0.000 | 0.042 | 0.930 | 0.000 | 0.000 | 0.077 | 0.584 | 0.392 | 0.339 | 0.185 | 0.171 | 0.308 | 0.006 | 0.563 | 0.256 | 0.150 | 0.000 | 0.002 | 0.345 | 0.000 | 0.045 | 0.197 | 0.063 | 0.323 | 0.453 | 0.600 | 0.163 | 0.037 | 0.349 | 0.000 | 0.672 | 0.679 | 0.753 | 0.000 | 0.000 | 0.000 | 0.117 | 0.000 | 0.000 | 0.291 | 0.000 | 0.000 | 0.039 | 0.000 | 0.000 | 0.899 | 0.000 | 0.374 | 0.000 | 0.000 | 0.545 | 0.000 | 0.634 | 0.000 | 0.000 | 0.074 | 0.223 | 0.914 | 0.000 | 0.021 | 0.000 | 0.000 | 0.000 | 0.112 | 0.498 | 0.649 | 0.383 | 0.095 | 0.135 | 0.449 | 0.432 | 0.008 | 0.000 | 0.518 | 0.000 | 0.000 | 0.000 | 0.796 | 0.000 | 0.000 | 0.000 | 0.138 | 0.000 | 0.000 | 0.000 | 0.000 |