Those seem mismatched. Image for the graphics card I found claims a 1991 manufacture date. That CPU was released in 1997. That motherboard should have more PCI slots than ISA, at least going by the average. I would try and track down a newer PCI graphics card.
There are a few electrolytic capacitors on at least one revision of the board. Though others seemed to used thin-film caps. Luckily this is the type of board that still uses full size components. So you could go around replacing resistors, capacitors. Even the memory chips if you were feeling confident. And things like the BIOS and maybe the VGA output? itself are socketed chips, you can try removing and reseating those and checking for corrosion. You can also try cleaning the ISA connector, enough corrosion and you wouldn't get voltage through them.
Remember this was back in an era where almost every computer upgrade was more than a doubling in performance. So a 1997 CPU with a 1991 graphics card would be quite limited.
I had an AMD equivalent K6 (1997) which was contemporary with Pentium MMX and was already running a 16MB graphics card with 3D for my games. Previously I had a 1MB PCI graphics card and at one point a pair of dedicated 3D accelerators with a 486/586 Pentium 83Mhz overdrive chip.
That weird period where Intel and AMD shared a CPU socket and chipsets were made by third parties. And I think Cyrix might have still been kicking around. I know I had a Cyrix 150Mhz at around that time as well.