Model Zoo
September 21, 2025 ยท View on GitHub
RAM Models
| Method | Task | Phase | Download Links | Config File |
|---|---|---|---|---|
| RAM | Pretrain | SwinIR | [GoogleDrive] | [options/RAM_SwinIR/ram_swinir_pretrain.yaml] |
| RAM | Finetune | SwinIR | [GoogleDrive] | [options/RAM_SwinIR/ram_swinir_finetune.yaml] |
| RAM | Pretrain | PromptIR | [GoogleDrive] | [options/RAM_PromptIR/ram_promptir_pretrain.yaml] |
| RAM | Finetune | PromptIR | [GoogleDrive] | [options/RAM_PromptIR/ram_promptir_finetune.yaml] |
RAM++ Models for 3-Task Setting
| Method | Task | Phase | Download Links | Config File |
|---|---|---|---|---|
| RAM++ | 3-task | Pretrain | [Google Drive] | [options/RAM_Plus/3task/3task_pretrain.yaml] |
| RAM++ | 3-task | 30%-Finetune | [Google Drive] | [options/RAM_Plus/3task/3task_ratio0.3_finetune.yaml] |
| RAM++ | 3-task | 100%-Finetune | [Google Drive] | [options/RAM_Plus/3task/3task_finetune.yaml] |
RAM++ Models for 5-Task Setting
| Method | Task | Phase | Download Links | Config File |
|---|---|---|---|---|
| RAM++ | 5-task | Pretrain | [Google Drive] | [options/RAM_Plus/5task/5task_pretrain.yaml] |
| RAM++ | 5-task | 100%-Finetune | [Google Drive] | [options/RAM_Plus/5task/5task_finetune.yaml] |
RAM++ Models for 7-Task Setting
| Method | Task | Phase | Download Links | Config File |
|---|---|---|---|---|
| RAM++ | 7-task | Pretrain | [Google Drive] | [options/RAM_Plus/7task/7task_pretrain.yaml] |
| RAM++ | 7-task | 30%-Finetune | [Google Drive] | [options/RAM_Plus/7task/7task_ratio0.3_finetune.yaml] |
| RAM++ | 7-task | 100%-Finetune | [Google Drive] | [options/RAM_Plus/7task/7task_finetune.yaml] |
Adaptive Semantic Mask Generator
| Method | Task | Phase | Download Links | Config File |
|---|---|---|---|---|
| AdaSAM | 3-task | Pre-train | [Google Drive] | [options/RAM_Plus/3task/3task_pretrain.yaml] |
| AdaSAM | 5-task | Pre-train | [Google Drive] | [options/RAM_Plus/5task/5task_pretrain.yaml] |
| AdaSAM | 7-task | Pre-train | [Google Drive] | [options/RAM_Plus/7task/7task_pretrain.yaml] |