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Indra OCR: its verdicts in results.parquet, its row in the card's table, and on the parameters and weak-spots charts; shorter captions on the latency, parameters and cost charts

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Files changed (6) hide show
  1. README.md +3 -2
  2. assets/cost.svg +1 -1
  3. assets/latency.svg +1 -1
  4. assets/params.svg +67 -55
  5. assets/weak-spots.svg +486 -462
  6. results.parquet +2 -2
README.md CHANGED
@@ -111,6 +111,7 @@ tagged pieces of content and found no wrong tag.
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  | PaddleOCR-VL-1.6 | open | 78.7 | 61.7 | 83.7 | 90.7 |
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  | Infinity-Parser2-Flash | open | 78.4 | 78.4 | 66.5 | 90.4 |
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  | DeepSeek-OCR-2 | open | 75.2 | 64.2 | 70.0 | 91.4 |
 
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  | HunyuanOCR-1.5 | open | 64.6 | 50.5 | 61.9 | 81.4 |
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  | olmOCR-2 | open | none | 71.3 | 56.6 | unsupported |
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  | Nanonets-OCR2-3B | open | none | 68.2 | 62.6 | unsupported |
@@ -118,8 +119,8 @@ tagged pieces of content and found no wrong tag.
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  \* Used in creating and verifying at least some tests.
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- Open-weight models are served on their own GPU host from omni-parse-bench's server images, with the defaults
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- each vendor recommends; each adapter's docstring lists where it differs.
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  The headline is the mean of three family scores: text (`present`, `order` and `repeat` tests), tables
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  (`table_cell`) and layout (`layout_kind`). Tesseract, olmOCR-2 and Nanonets-OCR2-3B return no layout, so
 
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  | PaddleOCR-VL-1.6 | open | 78.7 | 61.7 | 83.7 | 90.7 |
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  | Infinity-Parser2-Flash | open | 78.4 | 78.4 | 66.5 | 90.4 |
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  | DeepSeek-OCR-2 | open | 75.2 | 64.2 | 70.0 | 91.4 |
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+ | **Indra OCR** | open | 69.5 | 60.3 | 58.1 | 90.1 |
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  | HunyuanOCR-1.5 | open | 64.6 | 50.5 | 61.9 | 81.4 |
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  | olmOCR-2 | open | none | 71.3 | 56.6 | unsupported |
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  | Nanonets-OCR2-3B | open | none | 68.2 | 62.6 | unsupported |
 
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  \* Used in creating and verifying at least some tests.
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+ Open-weight models are served on their own host (a GPU, or CPU only for Indra OCR) from omni-parse-bench's
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+ server images, with the defaults each vendor recommends; each adapter's docstring lists where it differs.
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  The headline is the mean of three family scores: text (`present`, `order` and `repeat` tests), tables
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  (`table_cell`) and layout (`layout_kind`). Tesseract, olmOCR-2 and Nanonets-OCR2-3B return no layout, so
assets/cost.svg CHANGED
assets/latency.svg CHANGED
assets/params.svg CHANGED
assets/weak-spots.svg CHANGED
results.parquet CHANGED
@@ -1,3 +1,3 @@
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- size 4721266
 
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  version https://git-lfs.github.com/spec/v1
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+ oid sha256:615356109b42cc5f99e2e94953f3d45d00765e6edf23732e25ce73ab0d08458e
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+ size 4972461