Datasets:

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FanqingM

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MMIU-Benchmark

like 11

While running evaluation on the MMIU dataset, I found that 11 QA pairs out of 11,698 contain incorrect output fields.
In all these cases, the output is a letter not included in the provided options (e.g., "E" when only "A"-"D" are valid).

Interestingly, all 11 problematic samples are sourced from "var".
Here is one example:

{'task': 'casuality_reasoning_var',
 'visual_input_component': '16 natural images',
 'source': 'var',
 'options': 'A: The man in black is walking away from us.\nB: The man in black turns his back to us.\nC: We see a man in black from the front.\nD: The man in black turned around.',
 'question': 'What event is most likely to have occurred during the blank frames?',
 'context': 'You are given 16 images of sequential occurrences, some of which contain consecutive blank frames represented by white. Examine the details and answer the given question.\nSelect from the following choices.\
nA: The man in black is walking away from us.\nB: The man in black turns his back to us.\nC: We see a man in black from the front.\nD: The man in black turned around.\n',
 'input_image_path': ['./High-level-sub-semantic/casuality_reasoning_var/casuality_reasoning_var_12_0.jpg',
  './High-level-sub-semantic/casuality_reasoning_var/casuality_reasoning_var_12_1.jpg',
  './High-level-sub-semantic/casuality_reasoning_var/casuality_reasoning_var_12_2.jpg',
  './High-level-sub-semantic/casuality_reasoning_var/casuality_reasoning_var_12_3.jpg',
  './High-level-sub-semantic/casuality_reasoning_var/casuality_reasoning_var_12_4.jpg',
  './High-level-sub-semantic/casuality_reasoning_var/casuality_reasoning_var_12_5.jpg',
  './High-level-sub-semantic/casuality_reasoning_var/casuality_reasoning_var_12_6.jpg',
  './High-level-sub-semantic/casuality_reasoning_var/casuality_reasoning_var_12_7.jpg',
  './High-level-sub-semantic/casuality_reasoning_var/casuality_reasoning_var_12_8.jpg',
  './High-level-sub-semantic/casuality_reasoning_var/casuality_reasoning_var_12_9.jpg',
  './High-level-sub-semantic/casuality_reasoning_var/casuality_reasoning_var_12_10.jpg',
  './High-level-sub-semantic/casuality_reasoning_var/casuality_reasoning_var_12_11.jpg',
  './High-level-sub-semantic/casuality_reasoning_var/casuality_reasoning_var_12_12.jpg',
  './High-level-sub-semantic/casuality_reasoning_var/casuality_reasoning_var_12_13.jpg',
  './High-level-sub-semantic/casuality_reasoning_var/casuality_reasoning_var_12_14.jpg',
  './High-level-sub-semantic/casuality_reasoning_var/casuality_reasoning_var_12_15.jpg'],
 'output': 'E'}

Could you double check these entries and update the incorrect output values?

Thanks.