| Gemini Ultra (pixel only) |
- ANLS
- 80.3
|
Gemini: A Family of Highly Capable Multimodal Models
2023-12-19 |
코드 1 |
| SMoLA-PaLI-X Specialist |
- ANLS
- 66.2
|
Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts
2023-12-01 |
연결 없음 |
| ScreenAI 5B (4.62 B params, w/ OCR) |
- ANLS
- 65.90
|
ScreenAI: A Vision-Language Model for UI and Infographics Understanding
2024-02-07 |
코드 1 · 코드 2 |
| SMoLA-PaLI-X Generalist |
- ANLS
- 65.6
|
Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts
2023-12-01 |
연결 없음 |
| UDOP (aux) |
- ANLS
- 63.0
|
Unifying Vision, Text, and Layout for Universal Document Processing
2022-12-05 |
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 |
| PaLI-3 (w/ OCR) |
- ANLS
- 62.4
|
PaLI-3 Vision Language Models: Smaller, Faster, Stronger
2023-10-13 |
코드 1 |
| TILT-Large |
- ANLS
- 61.20
|
Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer
2021-02-18 |
코드 1 |
| PaLI-3 |
- ANLS
- 57.8
|
PaLI-3 Vision Language Models: Smaller, Faster, Stronger
2023-10-13 |
코드 1 |
| ChatGPT 3.5 with LAPDoc Prompt (SpatialFormat) |
- ANLS
- 54.9
|
LAPDoc: Layout-Aware Prompting for Documents
2024-02-15 |
연결 없음 |
| PaLI-X (Single-task FT w/ OCR) |
- ANLS
- 54.8
|
PaLI-X: On Scaling up a Multilingual Vision and Language Model
2023-05-29 |
코드 1 · 코드 2 |
| Claude + LATIN-Prompt |
- ANLS
- 54.51
|
Layout and Task Aware Instruction Prompt for Zero-shot Document Image Question Answering
2023-06-01 |
코드 1 · 코드 2 · 코드 3 |
| PaLI-X (Multi-task FT) |
- ANLS
- 50.7
|
PaLI-X: On Scaling up a Multilingual Vision and Language Model
2023-05-29 |
코드 1 · 코드 2 |
| PaLI-X (Single-task FT) |
- ANLS
- 49.2
|
PaLI-X: On Scaling up a Multilingual Vision and Language Model
2023-05-29 |
코드 1 · 코드 2 |
| GPT-3.5 + LATIN-Prompt |
- ANLS
- 48.98
|
Layout and Task Aware Instruction Prompt for Zero-shot Document Image Question Answering
2023-06-01 |
코드 1 · 코드 2 · 코드 3 |
| DocFormerv2-large |
- ANLS
- 48.8
|
DocFormerv2: Local Features for Document Understanding
2023-06-02 |
코드 1 |
| UDOP |
- ANLS
- 47.4
|
Unifying Vision, Text, and Layout for Universal Document Processing
2022-12-05 |
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 |
| DUBLIN (variable resolution) |
- ANLS
- 42.6
|
DUBLIN -- Document Understanding By Language-Image Network
2023-05-23 |
연결 없음 |
| Pix2Struct-large |
- ANLS
- 40
|
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding
2022-10-07 |
코드 1 · 코드 2 · 코드 3 · 코드 4 |
| Pix2Struct-base |
- ANLS
- 38.2
|
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding
2022-10-07 |
코드 1 · 코드 2 · 코드 3 · 코드 4 |
| MatCha |
- ANLS
- 37.2
|
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering
2022-12-19 |
코드 1 |
| DUBLIN |
- ANLS
- 36.82
|
DUBLIN -- Document Understanding By Language-Image Network
2023-05-23 |
연결 없음 |