A list of awesome AIGC works.
We are using Technology Readiness Level (TRL) to evaluate the maturity of each technology. It's defined close to NASA's TRL concept. The TRLs are scaled from 1 to 9, with 9 being the most mature technology.
- Basic principles reported
- Technology concept and/or application formulated
- Critical function proof-of concept
- Research work available
- Research prototype validated
- Prototype operated by professional users
- Prototype operated by end-users
- Actual product completed and validated by end-users
- Actual product proven by massive end-users for daily basis
Most technologies in this list should fall into 4 or above.
This category takes text as input.
| Name | TRL | More Links |
|---|---|---|
| Brad | 5-6 | |
| ChatGPT | 8-9 | [API] [Paper] |
| Claude | 5-6 | [Paper] |
| Copilot (Code only) | 8-9 | |
| GPT-4 | 7-8 | [API] [Paper] |
| LLaMA | 6-7 | [Paper] [Code] |
| New Bing | 7-8 | |
| StableLM | 5-6 | [Code] |
| Name | TRL | More Links |
|---|---|---|
| DALL·E 2 | 7-8 | [API] [Paper] |
| MidJourney | 8-9 | |
| Stable Diffusion | 7-8 | [Paper] [Code] |
| TEXTure (Texture only) | 4-5 | [Paper] [Code] [Demo] |
| Name | TRL | More Links |
|---|---|---|
| Fliki | 8-9 | [API] |
| Make-A-Video | 4-5 | [Paper] |
| Phenaki | 4-5 | [Paper] |
| Name | TRL | More Links |
|---|---|---|
| DreamFusion | 4-5 | [Paper] [3rd Party Code] |
| DreamFields | 4-5 | [Paper] [Code] |
| Magic3D | 4-5 | [Paper] |
| Text2Mesh | 4-5 | [Paper] [Code] |
| Name | TRL | More Links |
|---|---|---|
| Murf | 7-8 | [API] |
| Name | TRL | More Links |
|---|---|---|
| Mubert | 8-9 | [API] |
This category takes single image or multiple images as input.
| Name | TRL | More Links |
|---|---|---|
| BLIP-2 | 4-5 | [Paper] [Code] |
| Name | TRL | More Links |
|---|---|---|
| img2img | 6-7 | [Paper] [Code] |
| Name | TRL | More Links |
|---|---|---|
| GET3D | 4-5 | [Paper] [Code] |
| nvdiffrec | 5-6 | [Paper] [Code] |
| pix2pix3D | 5-6 | [Paper] [Code] |
| Name | TRL | More Links |
|---|---|---|
| Make-A-Video | 4-5 | [Paper] |
This category contains enhancement methods to other AIGCs.
| Name | TRL | More Links |
|---|---|---|
| ControlNet | 5-6 | [Paper] |
| GPTCache | 5-6 | [Code] |
Contributions are super welcome. When you do it, please follow the contribution guidelines.
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