Model Zoo
March 8, 2024 ยท View on GitHub
ShapeLLM
All the checkpoints can be found in Hugging Face.
| Model | Size | sft data | Checkpoint |
|---|---|---|---|
| ShapeLLM | 7B | objaverse | qizekun/ShapeLLM_7B_general_v1.0 |
| ShapeLLM | 13B | objaverse | qizekun/ShapeLLM_13B_general_v1.0 |
| ShapeLLM | 7B | gapartnet | qizekun/ShapeLLM_7B_gapartnet_v1.0 |
| ShapeLLM | 13B | gapartnet | qizekun/ShapeLLM_13B_gapartnet_v1.0 |
ReCon++
| Model | Size | Type | Acc. | Checkpoint |
|---|---|---|---|---|
| ReCon++ | Base | Pretrain (10k) | N.A. | best_lvis.pth |
| ReCon++ | Large | Pretrain (10k) | N.A. | best_lvis.pth |
| ReCon++ | Base | Zeroshot on Objaverse-LVIS | 53.2 | best_lvis.pth |
| ReCon++ | Base | Zeroshot on ModelNet40 | 86.5 | best_modelnet40_overall.pth |
| ReCon++ | Base | Zeroshot on ScanObjectNN | 63.6 | best_scanobjectnn.pth |
| ReCon++ | Large | Zeroshot on Objaverse-LVIS | 53.7 | best_lvis.pth |
| ReCon++ | Large | Zeroshot on ModelNet40 | 87.3 | best_modelnet40_overall.pth |
| ReCon++ | Large | Zeroshot on ScanObjectNN | 65.4 | best_scanobjectnn.pth |
| ------------- | -------- | --------------------------------------- | ------- | ---------------------------------------- |
| ReCon++ | Base | Pretrain (1k) | N.A. | |
| ReCon++ | Large | Pretrain (1k) | N.A. | |
| ReCon++ | Base | finetune on OBJ_BG | 98.62 | |
| ReCon++ | Base | finetune on OBJ_ONLY | 96.21 | |
| ReCon++ | Base | finetune on PB_T50_RS | 93.34 | |
| ReCon++ | Base | finetune on ModelNet40 (1k) | 94.6 | |
| ReCon++ | Base | finetune on ModelNet40 (8k) | 94.8 | |
| ReCon++ | Large | finetune on OBJ_BG | 98.80 | |
| ReCon++ | Large | finetune on OBJ_ONLY | 97.59 | |
| ReCon++ | Large | finetune on PB_T50_RS | 95.25 | |
| ReCon++ | Large | finetune on ModelNet40 (1k) | 94.8 | |
| ReCon++ | Large | finetune on ModelNet40 (8k) | 95.0 |