feat: integrate worldvqa benchmark task#1168
Merged
Merged
Conversation
Luodian
added a commit
that referenced
this pull request
Feb 28, 2026
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Summary
worldvqatask backed bymoonshotai/WorldVQAwith base64 image decoding and exact-match scoringlmms_eval/tasks/worldvqa/(worldvqa_gen,worldvqa_mc,worldvqa_mc_ppl) to keep parity with existingworldqatask flowsdocs/current_tasks.mdto document the new WorldVQA task and compatibility aliasesVerification
uv run python -c "import subprocess, sys; output = subprocess.check_output([sys.executable, '-m', 'lmms_eval', '--tasks', 'list'], text=True); print('worldvqa_present', 'worldvqa' in output)"HF_TOKEN='' HUGGING_FACE_HUB_TOKEN='' uv run python -m lmms_eval --model dummy_video_reader --model_args response=A,fail_on_missing=false --tasks worldvqa --limit 1 --batch_size 1 --output_path /tmp/worldvqa_smoke --log_sampleslsp_diagnosticsclean forlmms_eval/tasks/worldvqa/utils.py(YAML files still emit expected!functionunresolved-tag schema warnings)Closes #1146
Smoke Validation (limit=8)
Status: PASS (LMM-297 / worldvqa)
Output Table
Sample Output
Sample 1 (doc_id: 0)
exact_match= 0.0Sample 2 (doc_id: 1)
exact_match= 0.0Test Params
uv run python -m lmms_eval --model openai_compatible --model_args "model_version=bytedance-seed/seed-1.6-flash" --tasks worldvqa --batch_size 1 --limit 8.0 --log_samples