Selective Question Answering on TriviaQA

2,849Score (Coverage 14%)LLM-RAG

Evaluation Results

Method
LLM-RAG2026.05	2,849	2,505	2,627	2,759	2,835	2,849	2,849	2,849	2,849
BalanceRAG2026.05	2,839	—	2,549	2,718	2,807	2,843	2,843	2,843	2,843
BalanceRAG2026.05	2,738	2,366	2,573	2,702	2,737	2,738	2,738	2,738	2,738
LLM-RAG2026.05	2,707	2,521	2,660	2,706	2,707	2,707	2,707	2,707	2,707
LLM-RAG2026.05	2,691	2,118	2,320	2,490	2,633	2,694	2,694	2,694	2,694
BalanceRAG2026.05	2,691	2,073	2,288	2,430	2,584	2,727	2,734	2,736	2,737
BalanceRAG2026.05	2,660	2,499	2,634	2,629	2,629	2,661	2,661	2,661	2,661
LLM-RAG2026.05	2,529	1,856	2,036	2,198	2,382	2,652	2,711	2,713	2,713
UCB-Cascaded-CP2026.05	2,467	—	—	2,310	2,362	2,538	2,533	2,525	2,497
UCB-Cascaded-CP2026.05	2,442	1,820	1,992	2,284	2,377	2,499	2,531	2,534	2,557
UCB-Cascaded-CP2026.05	2,360	1,553	1,849	2,084	2,264	2,434	2,486	2,505	2,482
LLM-only2026.05	2,347	1,856	1,988	2,148	2,255	2,422	2,473	2,522	2,564
LLM-RAG2026.05	2,280	1,473	1,680	1,907	2,105	2,400	2,475	2,500	2,501
BalanceRAG2026.05	2,279	1,569	1,733	1,907	2,110	2,421	2,498	2,512	2,514
UCB-Cascaded-HFD2026.05	2,205	—	1,716	1,880	2,035	2,301	2,392	2,455	2,502
LLM-only2026.05	2,165	1,587	1,780	1,928	2,070	2,218	2,277	2,345	2,402
UCB-Cascaded-CP2026.05	2,126	—	1,746	1,834	2,016	2,240	2,463	2,533	2,587
LLM-only2026.05	2,093	—	1,764	1,871	1,995	2,159	2,233	2,301	2,357
LLM-only2026.05	2,073	—	—	1,836	1,964	2,176	2,259	2,314	2,363
UCB-Cascaded-HFD2026.05	2,058	—	—	—	—	2,215	2,359	2,410	2,420
UCB-Cascaded-HFD2026.05	1,992	—	1,395	1,607	1,810	2,148	2,248	2,351	2,400
BalanceRAG2026.05	1,973	1,347	1,643	1,774	1,873	2,073	2,159	2,229	2,290
UCB-Cascaded-CP2026.05	1,952	—	1,291	1,633	1,834	2,049	2,143	2,237	2,304
UCB-Cascaded-HFD2026.05	1,902	—	—	1,726	1,781	2,048	2,133	2,224	2,338
UCB-Cascaded-CP2026.05	1,850	832	1,028	1,488	1,749	1,917	1,991	2,065	2,142
LLM-RAG2026.05	1,760	1,367	1,390	1,532	1,646	1,876	1,949	2,036	2,117
UCB-Cascaded-HFD2026.05	1,555	—	—	—	—	1,799	1,955	2,051	2,152
BalanceRAG2026.05	1,533	1,297	1,367	1,430	1,487	1,580	1,629	1,667	1,694
LLM-RAG2026.05	1,512	1,256	1,330	1,401	1,455	1,564	1,611	1,648	1,675
UCB-Cascaded-CP2026.05	1,354	981	1,102	1,236	1,306	1,395	1,426	1,469	1,504
UCB-Cascaded-HFD2026.05	1,328	—	—	820	964	1,661	1,799	1,899	1,990
LLM-only2026.05	1,283	870	988	1,116	1,214	1,371	1,443	1,513	1,589
BalanceRAG2026.05	1,168	983	1,041	1,091	1,124	1,203	1,237	1,262	1,274
LLM-RAG2026.05	1,101	875	939	987	1,041	1,163	1,207	1,250	1,270
LLM-only2026.05	1,049	—	798	885	971	1,137	1,227	1,316	1,397
LLM-only2026.05	1,049	792	868	935	992	1,115	1,189	1,250	1,294
UCB-Cascaded-HFD2026.05	1,011	542	603	776	876	1,147	1,266	1,333	1,355
LLM-only2026.05	1,002	775	861	919	961	1,043	1,081	1,110	1,138
UCB-Cascaded-CP2026.05	998	750	868	925	962	1,031	1,070	1,100	1,127
UCB-Cascaded-HFD2026.05	888	—	669	694	806	946	989	1,035	1,078