From dcbad1dfb1799b2edc0860239e3326b5afa3653f Mon Sep 17 00:00:00 2001 From: Ray Date: Fri, 28 Aug 2026 00:43:50 +0800 Subject: [PATCH 1/5] docs: swap the FinanceBench chart for local light/dark assets Claude-Session: https://claude.ai/code/session_012edjBdTjAM24UAZGyq6TfF --- README.md | 9 ++++----- assets/financebench-dark.png | Bin 0 -> 84270 bytes assets/financebench-light.png | Bin 0 -> 81684 bytes 3 files changed, 4 insertions(+), 5 deletions(-) create mode 100644 assets/financebench-dark.png create mode 100644 assets/financebench-light.png diff --git a/README.md b/README.md index 9b82cd366..5cb1218ea 100644 --- a/README.md +++ b/README.md @@ -444,13 +444,12 @@ Full results, data, and the runner are in the [benchmark repo](https://github.co PageIndex reached a state-of-the-art [**98.7% accuracy**](https://vectify.ai/blog/Mafin2.5) on [FinanceBench](https://arxiv.org/abs/2311.11944) (financial document QA benchmark), vastly outperforming vector-based RAG. - Explore the full FinanceBench [evaluation results](https://github.com/VectifyAI/Mafin2.5-FinanceBench) and the [blog post](https://vectify.ai/blog/Mafin2.5). diff --git a/assets/financebench-dark.png b/assets/financebench-dark.png new file mode 100644 index 0000000000000000000000000000000000000000..73642777d155455efd6eb7ae394f68dd15b1fbbe GIT binary patch literal 84270 zcmeGE^aQq)n^|PYJ|Gwvc9_~G=NB_?^@c*ulZA(Hp@-h{V!pT)1F#hjy%3xRzozdtN zCWn0UU_Nf)3(X|eP)jFD)w)!{wVU2;U&zpkbl1Ab#C3QuuQB}ZqPq}%oxtoQ+7;BE1xaI7|R*97_djleC_u6;E_w{ zE=@++AoXajLd)Zes1Hej)T%zG=d<(l#KX|v@p?H1=Y7L)uBu~&uL!$}Xs0Hc(FxBL zV$lucDH(Z3=QEKyg53IgQyi<@gRLsOf7XJ3R#{%?h-5oGP2}f^kQiJyGcXpKS2Sp3uE} z1=`coveeWm-><7Hon})XNQM1o5X{Ng>oaf_(0c#z-;G;goA@UY>=3E`9o|+Zt9n#_ ztxJb^BC!*DxkH$|!;=}8oG4`m*7227EIiC^c-}wjbK@-~y|MJv`tR+P`PqDLkqFO! z)h-{tWTh8KxJ|9rj9R%&R$hU8w8h39Oax{ZI51=TC3f2tXqMau#RUjTP#fCmYOOX^ z3&>Xi8G7;uaYWAs6+@l(w=aeVJ{A|V$av8Uf3zlc$2yIctsR_93W8%T6>KWFA9mC4 zFk`oxk%&&UD5@xZ%{XEYg#CpO)+4w7b8&H0ZcnAo`Jvk#$P)~=dfg$Ts#Ufv0z>r6 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zvO-}<#iL#el)W&hY~mFLhBFl-M_Y0Yz!V+P+=G&oT+y(4Gm1mFnkKULteO@q%vc-2 z>4NzcCTZhw!9pZ`VL^#A!p8Hyt(M#R{W~#UT&H)NR~zF{is)}zj^|FcTZc#9!6adz z7a2oK`e^Dpx`aA>;_3BN0(nEb$pBpFz{GScCmc#cFEk@s?j=IA4=lKglGtO@V+U2C zXVw{n+4R0$wxt)WWv=k5;sNwY=`F#0;@*oAA7HhmA4CQ=t94BUsd(ygv739?$4lBk zEpW(YABhATS#H1!X{SmkY-C#_0+iWzqFHM5yhR+()fG%NjobF6@CX0SM<)J2hh#zP z4qm@h75YbR9SEt8XwQF5>-}FPQT+u8TaYjrkgIZ(*7xU+zhK3`PF45^3;e&yWc=6n n=D$py{%3#2|L1ny7(YA>i?U*pz0uHcbjP&R^>3G}Jq-CbNF*yv literal 0 HcmV?d00001 From a179779cb3cf56a7e9c8e89f02e767077b752e61 Mon Sep 17 00:00:00 2001 From: Ray Date: Fri, 28 Aug 2026 00:44:13 +0800 Subject: [PATCH 2/5] docs: replace the FinanceBench chart with light/dark assets Claude-Session: https://claude.ai/code/session_012edjBdTjAM24UAZGyq6TfF --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 5cb1218ea..f1bbc7cdc 100644 --- a/README.md +++ b/README.md @@ -445,10 +445,12 @@ Full results, data, and the runner are in the [benchmark repo](https://github.co PageIndex reached a state-of-the-art [**98.7% accuracy**](https://vectify.ai/blog/Mafin2.5) on [FinanceBench](https://arxiv.org/abs/2311.11944) (financial document QA benchmark), vastly outperforming vector-based RAG.
+ FinanceBench accuracy: PageIndex 98.7%, vector RAG 50%. +
Explore the full FinanceBench [evaluation results](https://github.com/VectifyAI/Mafin2.5-FinanceBench) and the [blog post](https://vectify.ai/blog/Mafin2.5). From a980c2ae49444d75bb5fa9511a68b174ffb2e2a6 Mon Sep 17 00:00:00 2001 From: Ray Date: Fri, 28 Aug 2026 00:45:19 +0800 Subject: [PATCH 3/5] docs: narrow the FinanceBench chart to 60% Claude-Session: https://claude.ai/code/session_012edjBdTjAM24UAZGyq6TfF --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index f1bbc7cdc..d8bb7782b 100644 --- a/README.md +++ b/README.md @@ -448,7 +448,7 @@ PageIndex reached a state-of-the-art [**98.7% accuracy**](https://vectify.ai/blo - FinanceBench accuracy: PageIndex 98.7%, vector RAG 50%. + FinanceBench accuracy: PageIndex 98.7%, vector RAG 50%. From 3f250136f8fb63df0ae6cf7b12d6cc5bc10fa428 Mon Sep 17 00:00:00 2001 From: Ray Date: Fri, 28 Aug 2026 00:45:43 +0800 Subject: [PATCH 4/5] docs: set the FinanceBench chart to 65% Claude-Session: https://claude.ai/code/session_012edjBdTjAM24UAZGyq6TfF --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d8bb7782b..0c19d526c 100644 --- a/README.md +++ b/README.md @@ -448,7 +448,7 @@ PageIndex reached a state-of-the-art [**98.7% accuracy**](https://vectify.ai/blo - FinanceBench accuracy: PageIndex 98.7%, vector RAG 50%. + FinanceBench accuracy: PageIndex 98.7%, vector RAG 50%. From c7d8ae1f7f9f0544445aa40b297949adf23c53f1 Mon Sep 17 00:00:00 2001 From: Ray Date: Fri, 28 Aug 2026 00:46:43 +0800 Subject: [PATCH 5/5] docs: set the FinanceBench chart to 70% Claude-Session: https://claude.ai/code/session_012edjBdTjAM24UAZGyq6TfF --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 0c19d526c..aa6167913 100644 --- a/README.md +++ b/README.md @@ -448,7 +448,7 @@ PageIndex reached a state-of-the-art [**98.7% accuracy**](https://vectify.ai/blo - FinanceBench accuracy: PageIndex 98.7%, vector RAG 50%. + FinanceBench accuracy: PageIndex 98.7%, vector RAG 50%.