Add code to enable compilation of submission for WebSRC test split

Author: hunterheiden

lmms_eval/tasks/websrc/utils.py

@@ -39,19 +39,28 @@ def websrc_process_results(doc, results):
     pred = results[0]
     parsed_pred = pred
     id = doc["page_id"]
-    websrc_ans = {"id": id, "domain": doc['domain'], "answer": doc["answer"], "parsed_pred": parsed_pred}
+    websrc_ans = {"id": id, "domain": doc['domain'], "parsed_pred": parsed_pred}
+    if "answer" in doc:
+        websrc_ans["answer"] = doc["answer"]
+
+    if 'id' in doc:
+        websrc_ans['question_id'] = doc['id']
+
     return {
         "websrc_squad_f1": websrc_ans,
         "submission": {
-            id: pred,
+            websrc_ans['question_id']: pred,
         },
     }
 
 
 def websrc_test_aggregate_results_for_submission(results, args):
     path = generate_submission_file("websrc_test_for_submission.json", args)
     with open(path, "w") as f:
-        json.dump(results, f)
+        out = {}
+        for result in results:
+            out.update(result)
+        json.dump(out, f, indent=4)
     lmms_logger.info(f"Results saved to {path}.")
 
 

lmms_eval/tasks/websrc/websrc.yaml

@@ -1,3 +1,4 @@
 group: websrc
 task:
 - websrc_val
+- websrc_test

lmms_eval/tasks/websrc/websrc_test.yaml

@@ -0,0 +1,19 @@
+dataset_path: rootsautomation/websrc-test
+task: "websrc_test"
+test_split: test
+output_type: generate_until
+doc_to_visual: !function utils.websrc_doc_to_visual
+doc_to_text: !function utils.websrc_doc_to_text
+doc_to_target: "answer"
+# The return value of process_results will be used by metrics
+process_results: !function utils.websrc_process_results
+# Note that the metric name can be either a registed metric function (such as the case for GQA) or a key name returned by process_results
+generation_kwargs:
+  max_new_tokens: 16
+  image_aspect_ratio: pad
+metric_list:
+  - metric: submission
+    aggregation: !function utils.websrc_test_aggregate_results_for_submission
+    higher_is_better: true
+metadata:
+  - version: 0.0